diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..34567deef5e52acafd1e37e8e687900eb2721cef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:22:20.134765+00:00", + "ended_at": "2026-05-19T16:22:31.235842+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_010cdf2f82dbac84", + "problem_id": "v2p_m2_4091ea7db7c4a9b4", + "dataset_id": "m2", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "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 Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=model, measure_col=policy_tenure.", + "bindings": { + "group_col": "model", + "measure_col": "policy_tenure", + "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": 0.904032, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "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_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5898f9c2b085d99780c3edd77c83b65141d907e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:23.396353+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": 3245.58, "started_at": "2026-05-19T16:22:20.149601+00:00", "ended_at": "2026-05-19T16:22:23.395231+00:00", "prompt_metrics": {"chars": 21719, "bytes_utf8": 21719, "lines": 624, "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\":\"019e410b-9c95-7683-9505-bca9ebaad6c0\"}\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": "2026-05-19T16:22:31.235709+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": 6836.59, "started_at": "2026-05-19T16:22:24.397907+00:00", "ended_at": "2026-05-19T16:22:31.234542+00:00", "prompt_metrics": {"chars": 21719, "bytes_utf8": 21719, "lines": 624, "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\":\"019e410b-ad20-7610-beb3-8f86f0e50161\"}\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_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..97fddacbf999f2a2b81e06c5c8f1cf98bfce7a1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:45.264182+00:00", + "ended_at": "2026-05-19T16:11:48.281070+00:00", + "elapsed_ms": 3016.86, + "returncode": 1, + "prompt_metrics": { + "chars": 21967, + "bytes_utf8": 21967, + "lines": 626, + "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_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..815805a3a85a5c0f9332fa61192d87993e00ba97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:49.284347+00:00", + "ended_at": "2026-05-19T16:11:52.562920+00:00", + "elapsed_ms": 3278.53, + "returncode": 1, + "prompt_metrics": { + "chars": 21967, + "bytes_utf8": 21967, + "lines": 626, + "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_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c684177af4cce54de971a51ee1403e4d23e2a9e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,626 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=is_rear_window_wiper, measure_col=ncap_rating.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "is_rear_window_wiper", + "measure_col": "ncap_rating", + "item_col": "policy_id", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c684177af4cce54de971a51ee1403e4d23e2a9e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,626 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=is_rear_window_wiper, measure_col=ncap_rating.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "is_rear_window_wiper", + "measure_col": "ncap_rating", + "item_col": "policy_id", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc37c228eda7c516b1b7fd0f7fe3f67d365e9369 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ebe8-7a61-ba23-561eca62de60"} +{"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_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dffb12331b01e08417cd4d776932253ddc1e2d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-ebe8-7a61-ba23-561eca62de60"} +{"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_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f700a29cc263943a6639d757609411f4e441739d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-fbad-7db1-8066-0119fd9208bf"} +{"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_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b55d628ef8561df15a9bedca6e89c8ae9a589c37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-fbad-7db1-8066-0119fd9208bf"} +{"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_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3028191a5298523acf5965730c727f9338cbf822 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:11:45.255272+00:00", + "ended_at": "2026-05-19T16:11:52.563787+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_01771dd60b23a3b1", + "problem_id": "v2p_m2_78d0df40d57fde1c", + "dataset_id": "m2", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "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 Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=is_rear_window_wiper, measure_col=ncap_rating.", + "bindings": { + "group_col": "is_rear_window_wiper", + "measure_col": "ncap_rating", + "item_col": "policy_id", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "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", + "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_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb3cef438fe9ec38991217d6e40766275751cc45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_01771dd60b23a3b1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:48.282297+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": 3016.86, "started_at": "2026-05-19T16:11:45.264182+00:00", "ended_at": "2026-05-19T16:11:48.281070+00:00", "prompt_metrics": {"chars": 21967, "bytes_utf8": 21967, "lines": 626, "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\":\"019e4101-ebe8-7a61-ba23-561eca62de60\"}\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": "2026-05-19T16:11:52.563698+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": 3278.53, "started_at": "2026-05-19T16:11:49.284347+00:00", "ended_at": "2026-05-19T16:11:52.562920+00:00", "prompt_metrics": {"chars": 21967, "bytes_utf8": 21967, "lines": 626, "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\":\"019e4101-fbad-7db1-8066-0119fd9208bf\"}\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_f/m2/artifacts/v2q_m2_03c62077b266385b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8a4d50a9142a0e310ee9119317f12fe4c99903b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:11:14.989729+00:00", + "ended_at": "2026-05-19T16:11:22.018482+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_03c62077b266385b", + "problem_id": "v2p_m2_fe8a984fe03de463", + "dataset_id": "m2", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "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 Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=gross_weight, measure_col=height.", + "bindings": { + "group_col": "gross_weight", + "measure_col": "height", + "item_col": "area_cluster", + "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": 1635.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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", + "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_f/m2/artifacts/v2q_m2_03c62077b266385b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f825e603dab555ba9322a12426ac10aa40efa99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:18.214789+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": 3214.69, "started_at": "2026-05-19T16:11:14.998827+00:00", "ended_at": "2026-05-19T16:11:18.213549+00:00", "prompt_metrics": {"chars": 21947, "bytes_utf8": 21947, "lines": 626, "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\":\"019e4101-75b5-7fe3-b618-e8271285ca40\"}\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": "2026-05-19T16:11:22.018392+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": 2800.94, "started_at": "2026-05-19T16:11:19.216627+00:00", "ended_at": "2026-05-19T16:11:22.017605+00:00", "prompt_metrics": {"chars": 21947, "bytes_utf8": 21947, "lines": 626, "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\":\"019e4101-8642-77c0-a704-b992d07f01cf\"}\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_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..275c9b819c5e32fe2ff39cdceed779d4999c4621 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:24:21.103295+00:00", + "ended_at": "2026-05-19T16:24:28.976598+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_0516f68e28c29ebe", + "problem_id": "v2p_m2_094b08e861e5756e", + "dataset_id": "m2", + "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=is_parking_sensors, condition_col=is_rear_window_wiper.", + "bindings": { + "group_col": "is_parking_sensors", + "condition_col": "is_rear_window_wiper", + "condition_value": "Yes", + "positive_value": "No", + "negative_value": "Yes", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=99" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9bac81fc8edae5ba700d43bde2f8fc170fe5543e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:24.749253+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": 3630.74, "started_at": "2026-05-19T16:24:21.117102+00:00", "ended_at": "2026-05-19T16:24:24.747889+00:00", "prompt_metrics": {"chars": 21823, "bytes_utf8": 21823, "lines": 627, "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\":\"019e410d-74e9-77b0-ab36-514ad89a1810\"}\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": "2026-05-19T16:24:28.976435+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": 3223.95, "started_at": "2026-05-19T16:24:25.750808+00:00", "ended_at": "2026-05-19T16:24:28.974826+00:00", "prompt_metrics": {"chars": 21823, "bytes_utf8": 21823, "lines": 627, "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\":\"019e410d-873a-74e1-8890-c5ec882b5dfb\"}\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_f/m2/artifacts/v2q_m2_0881642da54a6cae/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0c0b76cd937d7ae65a5801369d22734b30dc4605 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:14:45.698311+00:00", + "ended_at": "2026-05-19T16:14:53.949762+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_0881642da54a6cae", + "problem_id": "v2p_m2_cbb1d12f8f75c275", + "dataset_id": "m2", + "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=age_of_policyholder, group_col_2=is_esc.", + "bindings": { + "group_col": "age_of_policyholder", + "group_col_2": "is_esc", + "predicate_col": "fuel_type", + "predicate_op": "=", + "predicate_value": "Petrol", + "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": 1493.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "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_f/m2/artifacts/v2q_m2_0881642da54a6cae/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ae60ff47d7a93ecf24b1b0668ce02616a3a7196 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:49.998721+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": 4290.74, "started_at": "2026-05-19T16:14:45.707184+00:00", "ended_at": "2026-05-19T16:14:49.997948+00:00", "prompt_metrics": {"chars": 21866, "bytes_utf8": 21866, "lines": 628, "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\":\"019e4104-acdd-72a3-8ac6-217bda2de4a9\"}\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": "2026-05-19T16:14:53.949679+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": 2949.14, "started_at": "2026-05-19T16:14:50.999762+00:00", "ended_at": "2026-05-19T16:14:53.948936+00:00", "prompt_metrics": {"chars": 21866, "bytes_utf8": 21866, "lines": 628, "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\":\"019e4104-c18f-7092-8701-0143a2cffaae\"}\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_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..771d85de4d1f57f8248878f3ce419bcf08c50967 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:18:49.842554+00:00", + "ended_at": "2026-05-19T16:18:59.787842+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_0b1a0443f58f6230", + "problem_id": "v2p_m2_9a41fdaf6b3f2e75", + "dataset_id": "m2", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "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": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=is_driver_seat_height_adjustable, measure_col=population_density.", + "bindings": { + "group_col": "is_driver_seat_height_adjustable", + "measure_col": "population_density", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "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", + "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_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b1b8f4c3d11f8d49e28a2cfb88c54e14f347197 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:52.959752+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": 3108.17, "started_at": "2026-05-19T16:18:49.850745+00:00", "ended_at": "2026-05-19T16:18:52.958940+00:00", "prompt_metrics": {"chars": 22160, "bytes_utf8": 22160, "lines": 624, "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\":\"019e4108-6685-7830-9e42-c4915b790290\"}\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": "2026-05-19T16:18:59.787729+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": 5824.83, "started_at": "2026-05-19T16:18:53.961808+00:00", "ended_at": "2026-05-19T16:18:59.786685+00:00", "prompt_metrics": {"chars": 22160, "bytes_utf8": 22160, "lines": 624, "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\":\"019e4108-76a6-7f32-ad80-5b9a57e6dd9d\"}\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_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..680f6af516d4b39c9989c181472f88bdfb61db56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:21.211272+00:00", + "ended_at": "2026-05-19T16:18:24.475461+00:00", + "elapsed_ms": 3264.16, + "returncode": 1, + "prompt_metrics": { + "chars": 22113, + "bytes_utf8": 22113, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..12a950c1a4a70351091a6d7a07ed7eed66c79679 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:25.477322+00:00", + "ended_at": "2026-05-19T16:18:28.416356+00:00", + "elapsed_ms": 2939.0, + "returncode": 1, + "prompt_metrics": { + "chars": 22113, + "bytes_utf8": 22113, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..25bd91d9bf690cf8da48f105fadd0ebde780b96f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=is_central_locking, measure_col=age_of_car.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "is_central_locking", + "measure_col": "age_of_car", + "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": 0.09, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..25bd91d9bf690cf8da48f105fadd0ebde780b96f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=is_central_locking, measure_col=age_of_car.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "is_central_locking", + "measure_col": "age_of_car", + "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": 0.09, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..03b7ab5b9af3b49403419ea9770ee85776f5a77a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-f6a5-7982-bb10-b91304d0cc49"} +{"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_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d6eff59b22923523223c82b36ccd57e48e9752c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-f6a5-7982-bb10-b91304d0cc49"} +{"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_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0c992e6b5d4b13c85d452ec7052791905ff71d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-075e-7213-898b-24f8d52d62f1"} +{"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_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c39263adf67e63e84589c7b8db12fae57a7d963a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-075e-7213-898b-24f8d52d62f1"} +{"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_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aa2b0c8cdec08b32e9ac7a9525b87e03377f3669 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:18:21.202214+00:00", + "ended_at": "2026-05-19T16:18:28.417157+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_0bdd6846a22b84e8", + "problem_id": "v2p_m2_2571f69cebb9c1e4", + "dataset_id": "m2", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "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": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=is_central_locking, measure_col=age_of_car.", + "bindings": { + "group_col": "is_central_locking", + "measure_col": "age_of_car", + "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": 0.09, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=76" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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", + "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_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f48114dc20ce6207ec7105cb423a838befd486a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0bdd6846a22b84e8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:24.476227+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": 3264.16, "started_at": "2026-05-19T16:18:21.211272+00:00", "ended_at": "2026-05-19T16:18:24.475461+00:00", "prompt_metrics": {"chars": 22113, "bytes_utf8": 22113, "lines": 624, "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\":\"019e4107-f6a5-7982-bb10-b91304d0cc49\"}\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": "2026-05-19T16:18:28.417066+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": 2939.0, "started_at": "2026-05-19T16:18:25.477322+00:00", "ended_at": "2026-05-19T16:18:28.416356+00:00", "prompt_metrics": {"chars": 22113, "bytes_utf8": 22113, "lines": 624, "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\":\"019e4108-075e-7213-898b-24f8d52d62f1\"}\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_f/m2/artifacts/v2q_m2_0c4ffe520624dc6c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0c4ffe520624dc6c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5ca68dcbd07a9c41ae57f234e63b21362e4b0cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0c4ffe520624dc6c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "No", "support": 44574, "support_share": 0.7607523211359912, "support_rank": 1}, {"value_label": "Yes", "support": 14018, "support_share": 0.23924767886400874, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0c4ffe520624dc6c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0c4ffe520624dc6c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..673c834662c895060197a8939ba58bedbb00c431 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0c4ffe520624dc6c/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_0c4ffe520624dc6c +-- problem_id: v2p_m2_72bf5596ece7bb95 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "is_tpms" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "is_tpms" +) +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_f/m2/artifacts/v2q_m2_0c4ffe520624dc6c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0c4ffe520624dc6c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4247763c34fc58464d00f6d4458fb19f883c4f2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0c4ffe520624dc6c/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_f\n-- sql_source_dataset_id: m2\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_m2_0c4ffe520624dc6c\n-- problem_id: v2p_m2_72bf5596ece7bb95\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"is_tpms\" AS value_label, COUNT(*) AS support\n FROM \"m2\"\n GROUP BY \"is_tpms\"\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_f\\n-- sql_source_dataset_id: m2\\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_m2_0c4ffe520624dc6c\\n-- problem_id: v2p_m2_72bf5596ece7bb95\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"is_tpms\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m2\\\"\\n GROUP BY \\\"is_tpms\\\"\\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\": \"No\", \"support\": 44574, \"support_share\": 0.7607523211359912, \"support_rank\": 1}, {\"value_label\": \"Yes\", \"support\": 14018, \"support_share\": 0.23924767886400874, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.25}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0c4ffe520624dc6c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0c4ffe520624dc6c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4ec413b27fde3da9408ada1a8c498d639eca0efc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0c4ffe520624dc6c/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:32.703244+00:00", + "ended_at": "2026-05-19T16:31:32.727481+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_0c4ffe520624dc6c", + "problem_id": "v2p_m2_72bf5596ece7bb95", + "dataset_id": "m2", + "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=is_tpms.", + "bindings": { + "group_col": "is_tpms" + }, + "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=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_0c4ffe520624dc6c.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_f/m2/artifacts/v2q_m2_0c4ffe520624dc6c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0c4ffe520624dc6c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0c4ffe520624dc6c/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_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..119119e1caab318fe142a285f1f444ea877ff2f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:46.207104+00:00", + "ended_at": "2026-05-19T16:28:49.597399+00:00", + "elapsed_ms": 3390.24, + "returncode": 1, + "prompt_metrics": { + "chars": 21529, + "bytes_utf8": 21529, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..55560bfe09485ac05e1d5a2c2568c4944d21d78d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:50.601377+00:00", + "ended_at": "2026-05-19T16:28:54.195596+00:00", + "elapsed_ms": 3594.15, + "returncode": 1, + "prompt_metrics": { + "chars": 21529, + "bytes_utf8": 21529, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59678519ab9af4536a1530b3c4837dea94470d11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=age_of_car.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "age_of_car", + "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": 1493.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..59678519ab9af4536a1530b3c4837dea94470d11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=age_of_car.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "age_of_car", + "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": 1493.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a90845a19444fb38208ee0eff55431680358f1b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-806f-7c73-bc80-3eee581130d6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. 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Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8395226b2bf1b241688f78e083e4afcac6a99e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-91c3-7462-84c2-01dccc91865a"} +{"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_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ae3620b97c522417aa78dbd20cfbb1e80d394ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-91c3-7462-84c2-01dccc91865a"} +{"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_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3f3dd263a39076a8b9ee8ed53fa08ad2daca6f46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:28:46.191132+00:00", + "ended_at": "2026-05-19T16:28:54.197234+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_0de13fdfcd88b7a2", + "problem_id": "v2p_m2_add3c17afe0eb15f", + "dataset_id": "m2", + "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=age_of_car.", + "bindings": { + "group_col": "age_of_car", + "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": 1493.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=126" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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", + "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_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78c67e11a34df594125b34ef5348e5d10f2d0ac3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0de13fdfcd88b7a2/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:49.598472+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": 3390.24, "started_at": "2026-05-19T16:28:46.207104+00:00", "ended_at": "2026-05-19T16:28:49.597399+00:00", "prompt_metrics": {"chars": 21529, "bytes_utf8": 21529, "lines": 622, "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\":\"019e4111-806f-7c73-bc80-3eee581130d6\"}\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": "2026-05-19T16:28:54.196931+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": 3594.15, "started_at": "2026-05-19T16:28:50.601377+00:00", "ended_at": "2026-05-19T16:28:54.195596+00:00", "prompt_metrics": {"chars": 21529, "bytes_utf8": 21529, "lines": 622, "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\":\"019e4111-91c3-7462-84c2-01dccc91865a\"}\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_f/m2/artifacts/v2q_m2_0f6cce32a605f758/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aa4250e809615972bc715b0e3c9ab9d9e596a6f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:14:22.267315+00:00", + "ended_at": "2026-05-19T16:14:29.534905+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_0f6cce32a605f758", + "problem_id": "v2p_m2_9c7895178414205c", + "dataset_id": "m2", + "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=age_of_policyholder, group_col_2=max_power.", + "bindings": { + "group_col": "age_of_policyholder", + "group_col_2": "max_power", + "predicate_col": "make", + "predicate_op": ">=", + "predicate_value": 3.0, + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=48" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "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_f/m2/artifacts/v2q_m2_0f6cce32a605f758/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1524e363e67bd12f9a30d8c8e0a0ff1b9c3632b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:25.386339+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": 3108.57, "started_at": "2026-05-19T16:14:22.276761+00:00", "ended_at": "2026-05-19T16:14:25.385371+00:00", "prompt_metrics": {"chars": 21865, "bytes_utf8": 21865, "lines": 628, "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\":\"019e4104-514e-71c1-9b35-6e85ec60fb25\"}\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": "2026-05-19T16:14:29.534814+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": 3145.28, "started_at": "2026-05-19T16:14:26.388359+00:00", "ended_at": "2026-05-19T16:14:29.533687+00:00", "prompt_metrics": {"chars": 21865, "bytes_utf8": 21865, "lines": 628, "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\":\"019e4104-6178-7833-8d9b-e22fc916de72\"}\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_f/m2/artifacts/v2q_m2_1047aeeee3a285bb/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1047aeeee3a285bb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1047aeeee3a285bb/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1047aeeee3a285bb/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1047aeeee3a285bb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f04553f29ab46de8f2855734d651e21d1dfcb1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1047aeeee3a285bb/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_1047aeeee3a285bb +-- problem_id: v2p_m2_2e642ec3e1a5ec7c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "policy_id", + COUNT(*) AS support, + AVG("policy_tenure") AS avg_response +FROM "m2" +GROUP BY "policy_id" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1047aeeee3a285bb/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1047aeeee3a285bb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14ba8d9452898c29f6979788fca8eaee25005c59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1047aeeee3a285bb/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_f\n-- sql_source_dataset_id: m2\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m2_1047aeeee3a285bb\n-- problem_id: v2p_m2_2e642ec3e1a5ec7c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"policy_id\",\n COUNT(*) AS support,\n AVG(\"policy_tenure\") AS avg_response\nFROM \"m2\"\nGROUP BY \"policy_id\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: m2\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m2_1047aeeee3a285bb\\n-- problem_id: v2p_m2_2e642ec3e1a5ec7c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"policy_id\\\",\\n COUNT(*) AS support,\\n AVG(\\\"policy_tenure\\\") AS avg_response\\nFROM \\\"m2\\\"\\nGROUP BY \\\"policy_id\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"policy_id\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 47.33}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1047aeeee3a285bb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1047aeeee3a285bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2b29ab1f3c0b240bee147413378c8475094153c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1047aeeee3a285bb/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:32.896970+00:00", + "ended_at": "2026-05-19T16:31:32.945195+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_1047aeeee3a285bb", + "problem_id": "v2p_m2_2e642ec3e1a5ec7c", + "dataset_id": "m2", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=policy_tenure, key_col=policy_id.", + "bindings": { + "key_col": "policy_id", + "measure_col": "policy_tenure", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "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_f/m2/sql/v2q_m2_1047aeeee3a285bb.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_f/m2/artifacts/v2q_m2_1047aeeee3a285bb/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1047aeeee3a285bb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1047aeeee3a285bb/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_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8393f603bad8500fbfedf618d56b2b66c6cd44f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:21.752268+00:00", + "ended_at": "2026-05-19T16:26:25.148569+00:00", + "elapsed_ms": 3396.24, + "returncode": 1, + "prompt_metrics": { + "chars": 21468, + "bytes_utf8": 21468, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bc6eadd7e7076db4ba7f6a1153309cbdce08a40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=cylinder.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "cylinder", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bc6eadd7e7076db4ba7f6a1153309cbdce08a40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=cylinder.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "cylinder", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d27323c06c11046fb5accfd79a6278e43360172c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-4c24-7173-a712-217515877a7d"} +{"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_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6038b2a2784025ad58a9b3d18f32819c15855af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-4c24-7173-a712-217515877a7d"} +{"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_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..637291c4ae379427ba9a8988553e5fa0f5dcb475 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-5d7c-76b3-840d-a8cd21244bf3"} +{"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_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..619945fd5ebcf320e1e3bf28bb9096aaf6c9a6b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:26:21.736687+00:00", + "ended_at": "2026-05-19T16:26:31.636435+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_104ceb0bb4d78dd9", + "problem_id": "v2p_m2_6d0e84d753d6613f", + "dataset_id": "m2", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=cylinder.", + "bindings": { + "measure_col": "cylinder", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=112" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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", + "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_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06748a649b8ae1e12368d55d3d48c1a90107c91e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:25.149670+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": 3396.24, "started_at": "2026-05-19T16:26:21.752268+00:00", "ended_at": "2026-05-19T16:26:25.148569+00:00", "prompt_metrics": {"chars": 21468, "bytes_utf8": 21468, "lines": 622, "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\":\"019e410f-4c24-7173-a712-217515877a7d\"}\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": "2026-05-19T16:26:31.636326+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": 5482.78, "started_at": "2026-05-19T16:26:26.152457+00:00", "ended_at": "2026-05-19T16:26:31.635310+00:00", "prompt_metrics": {"chars": 21468, "bytes_utf8": 21468, "lines": 622, "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\":\"019e410f-5d7c-76b3-840d-a8cd21244bf3\"}\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_f/m2/artifacts/v2q_m2_1080169f296e3f7a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..426379b87ee7b712a843925bb9767474e3246ec8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:14:29.535495+00:00", + "ended_at": "2026-05-19T16:14:36.963403+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_1080169f296e3f7a", + "problem_id": "v2p_m2_2de97565adc35952", + "dataset_id": "m2", + "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=age_of_policyholder, group_col_2=engine_type.", + "bindings": { + "group_col": "age_of_policyholder", + "group_col_2": "engine_type", + "predicate_col": "segment", + "predicate_op": "=", + "predicate_value": "A", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=49" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "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_f/m2/artifacts/v2q_m2_1080169f296e3f7a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6c1a3ffca209d7d5ce6ca3643d284519dc9b31f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:32.662859+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": 3117.68, "started_at": "2026-05-19T16:14:29.544341+00:00", "ended_at": "2026-05-19T16:14:32.662054+00:00", "prompt_metrics": {"chars": 21866, "bytes_utf8": 21866, "lines": 628, "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\":\"019e4104-6db6-7ca3-943a-057357b4ef6b\"}\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": "2026-05-19T16:14:36.963287+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": 3298.41, "started_at": "2026-05-19T16:14:33.663850+00:00", "ended_at": "2026-05-19T16:14:36.962286+00:00", "prompt_metrics": {"chars": 21866, "bytes_utf8": 21866, "lines": 628, "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\":\"019e4104-7e00-7311-8cc7-32250818dbbf\"}\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_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e719d57f2cbb5df14f12290c5453ff131a4ad900 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:23:57.736588+00:00", + "ended_at": "2026-05-19T16:24:05.990902+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_10cc816c4b5240d1", + "problem_id": "v2p_m2_753ee6c60de9c465", + "dataset_id": "m2", + "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=is_tpms, condition_col=is_front_fog_lights.", + "bindings": { + "group_col": "is_tpms", + "condition_col": "is_front_fog_lights", + "condition_value": "Yes", + "positive_value": "Yes", + "negative_value": "No", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=1/2", + "binding_index=98" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52b5fb7c8624868c0f548d8ec4478f8167eaedbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:01.419774+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": 3667.73, "started_at": "2026-05-19T16:23:57.750735+00:00", "ended_at": "2026-05-19T16:24:01.418516+00:00", "prompt_metrics": {"chars": 21806, "bytes_utf8": 21806, "lines": 627, "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\":\"019e410d-199b-7b72-80de-bb4b8a6b6c09\"}\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": "2026-05-19T16:24:05.990788+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": 3567.32, "started_at": "2026-05-19T16:24:02.422333+00:00", "ended_at": "2026-05-19T16:24:05.989712+00:00", "prompt_metrics": {"chars": 21806, "bytes_utf8": 21806, "lines": 627, "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\":\"019e410d-2c01-7d31-b8d3-00ccf99d97a4\"}\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_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..18fa07945a74d01c01f19781d72f85a38bff7659 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:43.796459+00:00", + "ended_at": "2026-05-19T16:07:47.276813+00:00", + "elapsed_ms": 3480.33, + "returncode": 1, + "prompt_metrics": { + "chars": 21574, + "bytes_utf8": 21574, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..580665f1368037a84d247e672474215a38224650 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:48.278737+00:00", + "ended_at": "2026-05-19T16:07:51.089730+00:00", + "elapsed_ms": 2810.96, + "returncode": 1, + "prompt_metrics": { + "chars": 21574, + "bytes_utf8": 21574, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9c25ede2afa2696ec0b457e905da2c28c0b3884 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=population_density, measure_col=population_density.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "population_density", + "measure_col": "population_density", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9c25ede2afa2696ec0b457e905da2c28c0b3884 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=population_density, measure_col=population_density.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "population_density", + "measure_col": "population_density", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..59c0285350184e3578e769b120aac0634ebbf64e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-3cd2-7db0-ae62-55bb7eb1823a"} +{"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_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e1f99d6f3c10130f9fdfec6105dde6bb16840fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-3cd2-7db0-ae62-55bb7eb1823a"} +{"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_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eff17daf361b2410b609dad86d336016a470add2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-4e2e-7072-a976-28efd5b23917"} +{"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_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d39faa398d6bab2a005b0183613966d1c05a715 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-4e2e-7072-a976-28efd5b23917"} +{"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_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b07d6e7ecd3a03d19764d185791b113ff4454665 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:07:43.788693+00:00", + "ended_at": "2026-05-19T16:07:51.090705+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_11a6f53a5e565e82", + "problem_id": "v2p_m2_1d578e05de7f61bb", + "dataset_id": "m2", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=population_density, measure_col=population_density.", + "bindings": { + "group_col": "population_density", + "measure_col": "population_density", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=3" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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", + "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_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d3e603eba8df59b9e6f7248fab58d934d8c3e18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11a6f53a5e565e82/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:47.277620+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": 3480.33, "started_at": "2026-05-19T16:07:43.796459+00:00", "ended_at": "2026-05-19T16:07:47.276813+00:00", "prompt_metrics": {"chars": 21574, "bytes_utf8": 21574, "lines": 624, "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\":\"019e40fe-3cd2-7db0-ae62-55bb7eb1823a\"}\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": "2026-05-19T16:07:51.090612+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2810.96, "started_at": "2026-05-19T16:07:48.278737+00:00", "ended_at": "2026-05-19T16:07:51.089730+00:00", "prompt_metrics": {"chars": 21574, "bytes_utf8": 21574, "lines": 624, "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\":\"019e40fe-4e2e-7072-a976-28efd5b23917\"}\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_f/m2/artifacts/v2q_m2_11efcbae1023ca09/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..36cebe60bf6da3df0758f377e90047fbd4e42b34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:18:42.324860+00:00", + "ended_at": "2026-05-19T16:18:49.842174+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_11efcbae1023ca09", + "problem_id": "v2p_m2_189950aa3d4e16bb", + "dataset_id": "m2", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "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 Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_driver_seat_height_adjustable, measure_col=population_density.", + "bindings": { + "group_col": "is_driver_seat_height_adjustable", + "measure_col": "population_density", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=78" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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", + "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_f/m2/artifacts/v2q_m2_11efcbae1023ca09/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d028250a5db93b811b6cc7a7b25478e2d7c5b15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:45.621823+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": 3287.45, "started_at": "2026-05-19T16:18:42.333599+00:00", "ended_at": "2026-05-19T16:18:45.621079+00:00", "prompt_metrics": {"chars": 22157, "bytes_utf8": 22157, "lines": 624, "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\":\"019e4108-4916-7a80-92aa-bb363d96ab2a\"}\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": "2026-05-19T16:18:49.842082+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": 3217.38, "started_at": "2026-05-19T16:18:46.623795+00:00", "ended_at": "2026-05-19T16:18:49.841231+00:00", "prompt_metrics": {"chars": 22157, "bytes_utf8": 22157, "lines": 624, "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\":\"019e4108-59db-7d40-ab2d-3b241e85ae88\"}\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_f/m2/artifacts/v2q_m2_11fee36b1117e103/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4fb7ff1fe5af86eca3bafd56849bd672a9d9aba6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:16:03.418108+00:00", + "ended_at": "2026-05-19T16:16:10.988503+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_11fee36b1117e103", + "problem_id": "v2p_m2_ed069c4de569982b", + "dataset_id": "m2", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "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 Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=population_density.", + "bindings": { + "measure_col": "population_density", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=63" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb99f46a573519ca1267cb66705ea8add98eda22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:06.715455+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": 3284.24, "started_at": "2026-05-19T16:16:03.430053+00:00", "ended_at": "2026-05-19T16:16:06.714339+00:00", "prompt_metrics": {"chars": 21725, "bytes_utf8": 21725, "lines": 622, "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\":\"019e4105-dc75-7421-a0dd-cf6981012620\"}\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": "2026-05-19T16:16:10.988373+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": 3270.24, "started_at": "2026-05-19T16:16:07.716960+00:00", "ended_at": "2026-05-19T16:16:10.987273+00:00", "prompt_metrics": {"chars": 21725, "bytes_utf8": 21725, "lines": 622, "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\":\"019e4105-edd5-7001-97e1-f062fcfd28da\"}\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_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..982768878ad625d71ab1270da5bacd05a8ef759f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:12:59.779530+00:00", + "ended_at": "2026-05-19T16:13:06.941594+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_1429c26d6fc0f93a", + "problem_id": "v2p_m2_f99543831ba54541", + "dataset_id": "m2", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "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 Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=is_central_locking, measure_col=make.", + "bindings": { + "group_col": "is_central_locking", + "measure_col": "make", + "item_col": "population_density", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=11", + "sql_variant_index=1/2", + "binding_index=34" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 11, + "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_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a1e5b05c083ac382987ef46a689ab05b9a349357 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:02.999605+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": 3210.23, "started_at": "2026-05-19T16:12:59.787809+00:00", "ended_at": "2026-05-19T16:13:02.998073+00:00", "prompt_metrics": {"chars": 21963, "bytes_utf8": 21963, "lines": 626, "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\":\"019e4103-0ef9-7621-92ac-c42f7e0edacf\"}\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": "2026-05-19T16:13:06.941508+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": 2938.85, "started_at": "2026-05-19T16:13:04.001807+00:00", "ended_at": "2026-05-19T16:13:06.940706+00:00", "prompt_metrics": {"chars": 21963, "bytes_utf8": 21963, "lines": 626, "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\":\"019e4103-1f7b-74d1-903e-7da4ab766bcc\"}\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_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a2415fc4977806886e940ec35bc0c2a6e2e60a0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:04.598679+00:00", + "ended_at": "2026-05-19T16:30:08.421492+00:00", + "elapsed_ms": 3822.76, + "returncode": 1, + "prompt_metrics": { + "chars": 21634, + "bytes_utf8": 21634, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..491ee185085618036f4bbc64cf2c0f60cf44846a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:09.426059+00:00", + "ended_at": "2026-05-19T16:30:13.209967+00:00", + "elapsed_ms": 3783.84, + "returncode": 1, + "prompt_metrics": { + "chars": 21634, + "bytes_utf8": 21634, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b858d47b442eef27c6606f4a94ba87faa554400 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=max_power, measure_col=policy_tenure.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "max_power", + "measure_col": "policy_tenure", + "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": 0.904032, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b858d47b442eef27c6606f4a94ba87faa554400 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=max_power, measure_col=policy_tenure.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "max_power", + "measure_col": "policy_tenure", + "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": 0.904032, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7542117797c983ffd7264bd333dbda17e5f8a2d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-b2a0-78d0-bb39-a975afac02d9"} +{"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_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..446c9838448039f091825b9e9975603927f41f67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-b2a0-78d0-bb39-a975afac02d9"} +{"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_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd3643c029316ad3e07294153e7af0a09089c602 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-c581-7b71-9dc7-be8c53395645"} +{"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_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..39629be7b26144805ae613ace8f7f4b856903b3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-c581-7b71-9dc7-be8c53395645"} +{"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_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dc25eb3d6f43ad8e1d1175fe9cbc59329bb33b6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:30:04.585468+00:00", + "ended_at": "2026-05-19T16:30:13.211157+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_1a5cefe25420d34c", + "problem_id": "v2p_m2_2ead7b7aeeea27b0", + "dataset_id": "m2", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_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 Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=max_power, measure_col=policy_tenure.", + "bindings": { + "group_col": "max_power", + "measure_col": "policy_tenure", + "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": 0.904032, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=135" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ec72933f082116827a6b8e94c1108144120f98a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1a5cefe25420d34c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:30:08.423641+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": 3822.76, "started_at": "2026-05-19T16:30:04.598679+00:00", "ended_at": "2026-05-19T16:30:08.421492+00:00", "prompt_metrics": {"chars": 21634, "bytes_utf8": 21634, "lines": 624, "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\":\"019e4112-b2a0-78d0-bb39-a975afac02d9\"}\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": "2026-05-19T16:30:13.211041+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": 3783.84, "started_at": "2026-05-19T16:30:09.426059+00:00", "ended_at": "2026-05-19T16:30:13.209967+00:00", "prompt_metrics": {"chars": 21634, "bytes_utf8": 21634, "lines": 624, "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\":\"019e4112-c581-7b71-9dc7-be8c53395645\"}\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_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c849f264cce0ea968fbdda737e89ef73a0adc70d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:35.351041+00:00", + "ended_at": "2026-05-19T16:18:38.578941+00:00", + "elapsed_ms": 3227.87, + "returncode": 1, + "prompt_metrics": { + "chars": 22132, + "bytes_utf8": 22132, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cf5054d98e5c45510ba3a231a90248228f5dc135 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:39.581749+00:00", + "ended_at": "2026-05-19T16:18:42.323277+00:00", + "elapsed_ms": 2741.48, + "returncode": 1, + "prompt_metrics": { + "chars": 22132, + "bytes_utf8": 22132, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9d44c19b7a1fe3055763ddcfd8831b05025b0da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_power_steering, measure_col=age_of_policyholder.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "is_power_steering", + "measure_col": "age_of_policyholder", + "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": 0.509615, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9d44c19b7a1fe3055763ddcfd8831b05025b0da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_power_steering, measure_col=age_of_policyholder.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "is_power_steering", + "measure_col": "age_of_policyholder", + "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": 0.509615, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..09e0021ddd0416b444c5c71671027121b2d130c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-2dc6-7303-a25d-6db9a01173be"} +{"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_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f129ef79d413958b1dbf332390dbc3d5e15cf9a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-2dc6-7303-a25d-6db9a01173be"} +{"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_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0aaa40e8806fb0963a8b90ff49f9c95e554bd3ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-3e5b-7313-ab44-781ce0c5887a"} +{"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_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0ca1d4efedf7d90e59b25003426617a4d90e8bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-3e5b-7313-ab44-781ce0c5887a"} +{"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_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b4bc729a4467a107e2f5933138f9f7dea74eaf29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:18:35.342610+00:00", + "ended_at": "2026-05-19T16:18:42.324257+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_1aabb9f787f02ee8", + "problem_id": "v2p_m2_d83846b9a9cdddb1", + "dataset_id": "m2", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "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 Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_power_steering, measure_col=age_of_policyholder.", + "bindings": { + "group_col": "is_power_steering", + "measure_col": "age_of_policyholder", + "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": 0.509615, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=77" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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", + "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_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cba4a601f9d3fcf19d9b44ed0a3fc97cb7128661 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1aabb9f787f02ee8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:38.579700+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": 3227.87, "started_at": "2026-05-19T16:18:35.351041+00:00", "ended_at": "2026-05-19T16:18:38.578941+00:00", "prompt_metrics": {"chars": 22132, "bytes_utf8": 22132, "lines": 624, "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\":\"019e4108-2dc6-7303-a25d-6db9a01173be\"}\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": "2026-05-19T16:18:42.324170+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": 2741.48, "started_at": "2026-05-19T16:18:39.581749+00:00", "ended_at": "2026-05-19T16:18:42.323277+00:00", "prompt_metrics": {"chars": 22132, "bytes_utf8": 22132, "lines": 624, "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\":\"019e4108-3e5b-7313-ab44-781ce0c5887a\"}\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_f/m2/artifacts/v2q_m2_1dead4896e8c3135/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..29e0980be8ffd45aa614777f36013d231761e827 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:13:22.206848+00:00", + "ended_at": "2026-05-19T16:13:30.209531+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_1dead4896e8c3135", + "problem_id": "v2p_m2_fb95b0b0d6a71cce", + "dataset_id": "m2", + "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=is_day_night_rear_view_mirror, condition_col=rear_brakes_type.", + "bindings": { + "group_col": "is_day_night_rear_view_mirror", + "condition_col": "rear_brakes_type", + "condition_value": "Drum", + "positive_value": "Drum", + "negative_value": "Disc", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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", + "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_f/m2/artifacts/v2q_m2_1dead4896e8c3135/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d67cff558d2d2f038ce9420c5bbd5111a30e83a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:25.934175+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": 3717.71, "started_at": "2026-05-19T16:13:22.215499+00:00", "ended_at": "2026-05-19T16:13:25.933250+00:00", "prompt_metrics": {"chars": 22403, "bytes_utf8": 22403, "lines": 627, "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\":\"019e4103-6694-7bb3-bc81-4d148eeeb4cc\"}\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": "2026-05-19T16:13:30.209436+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": 3272.34, "started_at": "2026-05-19T16:13:26.936215+00:00", "ended_at": "2026-05-19T16:13:30.208604+00:00", "prompt_metrics": {"chars": 22403, "bytes_utf8": 22403, "lines": 627, "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\":\"019e4103-792c-7a61-9346-36a9b1c520c7\"}\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_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb0b615af3e7f9a6c3b0f801ec5fc017f7a429c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=age_of_policyholder.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "age_of_policyholder", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c97886d7f8bcc293cfbbe6c3f6af669c30b9e8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-bed3-7d20-b000-9fbcd0185ac1"} +{"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_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b05cec2aceab2b895c61b73a3c20ca75a3411a09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-d0ef-7501-9208-78196374372c"} +{"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_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e498539c8f32218185cc88f7ba78df9dced2d7dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:29:02.107118+00:00", + "ended_at": "2026-05-19T16:29:09.827934+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_1e5bd8b87e387856", + "problem_id": "v2p_m2_afcf026fdabaac80", + "dataset_id": "m2", + "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": "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_mass_similarity with semantic role rare_extreme_view. Focus on group_col=age_of_policyholder.", + "bindings": { + "group_col": "age_of_policyholder", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=8", + "sql_variant_index=2/2", + "binding_index=127" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d7e85ac452f3072e5d92e10abf9b64c27ddd533 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:05.799823+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": 3678.0, "started_at": "2026-05-19T16:29:02.120798+00:00", "ended_at": "2026-05-19T16:29:05.798834+00:00", "prompt_metrics": {"chars": 21544, "bytes_utf8": 21544, "lines": 622, "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\":\"019e4111-bed3-7d20-b000-9fbcd0185ac1\"}\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": "2026-05-19T16:29:09.827689+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": 3023.0, "started_at": "2026-05-19T16:29:06.802184+00:00", "ended_at": "2026-05-19T16:29:09.825247+00:00", "prompt_metrics": {"chars": 21544, "bytes_utf8": 21544, "lines": 622, "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\":\"019e4111-d0ef-7501-9208-78196374372c\"}\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_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5f736f65a6a3cbd6f6d82d37bfa32487d946ef1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:30.018106+00:00", + "ended_at": "2026-05-19T16:15:32.723571+00:00", + "elapsed_ms": 2705.44, + "returncode": 1, + "prompt_metrics": { + "chars": 21880, + "bytes_utf8": 21880, + "lines": 628, + "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_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..63ff7cc406804b622cc4a620222c6a7693dfb2f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:33.727090+00:00", + "ended_at": "2026-05-19T16:15:37.144434+00:00", + "elapsed_ms": 3417.3, + "returncode": 1, + "prompt_metrics": { + "chars": 21880, + "bytes_utf8": 21880, + "lines": 628, + "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_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc2d5a2a6214ff88422189289a22f732d7ac50d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,628 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=age_of_policyholder, group_col_2=rear_brakes_type.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "age_of_policyholder", + "group_col_2": "rear_brakes_type", + "predicate_col": "is_esc", + "predicate_op": "=", + "predicate_value": "No", + "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": 1755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc2d5a2a6214ff88422189289a22f732d7ac50d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,628 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=age_of_policyholder, group_col_2=rear_brakes_type.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "age_of_policyholder", + "group_col_2": "rear_brakes_type", + "predicate_col": "is_esc", + "predicate_op": "=", + "predicate_value": "No", + "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": 1755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..04a5db5f8964b9b80669612f31ef466528710649 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-59ef-7500-a6f6-60aaef5025ab"} +{"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_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9c723d5a4c8f448bb935bce824ddec2c7d2973f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-59ef-7500-a6f6-60aaef5025ab"} +{"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_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..64aceb312134cd027a848216d8cbc51cbc0414e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-687f-7f72-ab08-c4b69ceafa47"} +{"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_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..73a689fe7660c26b621d8961ecde4c9efe06bf77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-687f-7f72-ab08-c4b69ceafa47"} +{"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_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eba926cfb3196d05b00be29a6d37a9aa92047163 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:15:30.009471+00:00", + "ended_at": "2026-05-19T16:15:37.145320+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_1feda5952b256558", + "problem_id": "v2p_m2_3d4c3755dff19ff8", + "dataset_id": "m2", + "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=age_of_policyholder, group_col_2=rear_brakes_type.", + "bindings": { + "group_col": "age_of_policyholder", + "group_col_2": "rear_brakes_type", + "predicate_col": "is_esc", + "predicate_op": "=", + "predicate_value": "No", + "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": 1755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "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_f/m2/artifacts/v2q_m2_1feda5952b256558/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8749ddf4e03973596a5ce072b0021a3ab58d6973 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1feda5952b256558/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:32.724434+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": 2705.44, "started_at": "2026-05-19T16:15:30.018106+00:00", "ended_at": "2026-05-19T16:15:32.723571+00:00", "prompt_metrics": {"chars": 21880, "bytes_utf8": 21880, "lines": 628, "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\":\"019e4105-59ef-7500-a6f6-60aaef5025ab\"}\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": "2026-05-19T16:15:37.145218+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": 3417.3, "started_at": "2026-05-19T16:15:33.727090+00:00", "ended_at": "2026-05-19T16:15:37.144434+00:00", "prompt_metrics": {"chars": 21880, "bytes_utf8": 21880, "lines": 628, "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\":\"019e4105-687f-7f72-ab08-c4b69ceafa47\"}\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_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9d8d5b87f275d65246b47f1970d714b2f3debb3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:45.261234+00:00", + "ended_at": "2026-05-19T16:13:48.210435+00:00", + "elapsed_ms": 2949.17, + "returncode": 1, + "prompt_metrics": { + "chars": 22346, + "bytes_utf8": 22346, + "lines": 627, + "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_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9090cce2f0de262ea01ea3427b063aa990a96fe2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:49.213416+00:00", + "ended_at": "2026-05-19T16:13:51.967091+00:00", + "elapsed_ms": 2753.64, + "returncode": 1, + "prompt_metrics": { + "chars": 22346, + "bytes_utf8": 22346, + "lines": 627, + "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_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7dd57d3c2a59eb9abbba6bb63e3b3e2806ba42a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,627 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=ncap_rating, condition_col=gear_box.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "ncap_rating", + "condition_col": "gear_box", + "condition_value": "5", + "positive_value": "5", + "negative_value": "6", + "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": 3995.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7dd57d3c2a59eb9abbba6bb63e3b3e2806ba42a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,627 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=ncap_rating, condition_col=gear_box.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "ncap_rating", + "condition_col": "gear_box", + "condition_value": "5", + "positive_value": "5", + "negative_value": "6", + "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": 3995.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28342176fc473fa26444a379cb4f82eee0336b9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-c0b1-7e61-8793-6c69e388c8ff"} +{"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_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..187d8c3b53218fecbcb6093b9dbab27b4a5584e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-c0b1-7e61-8793-6c69e388c8ff"} +{"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_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..52fc82ac252e8bfebb6d3b417e915a5006ee2e71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-d01f-7cc0-afcb-9af2456d3c82"} +{"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_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d25cc963a0328e9d16d3709ea0f0ac016b6f7bb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-d01f-7cc0-afcb-9af2456d3c82"} +{"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_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0dcdb5e7ee9adf9bb1dd281231471d61d9e493b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:13:45.252969+00:00", + "ended_at": "2026-05-19T16:13:51.967915+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_209b0bb774194783", + "problem_id": "v2p_m2_68fdcf7d44c1e2e1", + "dataset_id": "m2", + "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=ncap_rating, condition_col=gear_box.", + "bindings": { + "group_col": "ncap_rating", + "condition_col": "gear_box", + "condition_value": "5", + "positive_value": "5", + "negative_value": "6", + "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": 3995.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=40" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "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_f/m2/artifacts/v2q_m2_209b0bb774194783/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c20a4e6ebe006b1137d29ae2741969dc6891425b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209b0bb774194783/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:48.211545+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": 2949.17, "started_at": "2026-05-19T16:13:45.261234+00:00", "ended_at": "2026-05-19T16:13:48.210435+00:00", "prompt_metrics": {"chars": 22346, "bytes_utf8": 22346, "lines": 627, "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\":\"019e4103-c0b1-7e61-8793-6c69e388c8ff\"}\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": "2026-05-19T16:13:51.967827+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": 2753.64, "started_at": "2026-05-19T16:13:49.213416+00:00", "ended_at": "2026-05-19T16:13:51.967091+00:00", "prompt_metrics": {"chars": 22346, "bytes_utf8": 22346, "lines": 627, "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\":\"019e4103-d01f-7cc0-afcb-9af2456d3c82\"}\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_f/m2/artifacts/v2q_m2_209d51ae4f32d5b1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209d51ae4f32d5b1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3ad72c98083fc2185fed472dbeb6189fdea479c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209d51ae4f32d5b1/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Drum", "support": 44574, "support_share": 0.7607523211359912, "support_rank": 1}, {"value_label": "Disc", "support": 14018, "support_share": 0.23924767886400874, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209d51ae4f32d5b1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209d51ae4f32d5b1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7da34c907e93e5069ef3934abef675ae6fa149d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209d51ae4f32d5b1/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_209d51ae4f32d5b1 +-- problem_id: v2p_m2_39b5d2f54cc5e725 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "rear_brakes_type" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "rear_brakes_type" +) +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_f/m2/artifacts/v2q_m2_209d51ae4f32d5b1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209d51ae4f32d5b1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2da6f7ce7a6deb207d38ca885621ebc6168f3783 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209d51ae4f32d5b1/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_f\n-- sql_source_dataset_id: m2\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_m2_209d51ae4f32d5b1\n-- problem_id: v2p_m2_39b5d2f54cc5e725\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"rear_brakes_type\" AS value_label, COUNT(*) AS support\n FROM \"m2\"\n GROUP BY \"rear_brakes_type\"\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_f\\n-- sql_source_dataset_id: m2\\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_m2_209d51ae4f32d5b1\\n-- problem_id: v2p_m2_39b5d2f54cc5e725\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"rear_brakes_type\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m2\\\"\\n GROUP BY \\\"rear_brakes_type\\\"\\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\": \"Drum\", \"support\": 44574, \"support_share\": 0.7607523211359912, \"support_rank\": 1}, {\"value_label\": \"Disc\", \"support\": 14018, \"support_share\": 0.23924767886400874, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.42}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209d51ae4f32d5b1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209d51ae4f32d5b1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0cf14b355ec67afe70386bb9a91467f9227b7849 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209d51ae4f32d5b1/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:32.728018+00:00", + "ended_at": "2026-05-19T16:31:32.750380+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_209d51ae4f32d5b1", + "problem_id": "v2p_m2_39b5d2f54cc5e725", + "dataset_id": "m2", + "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=rear_brakes_type.", + "bindings": { + "group_col": "rear_brakes_type" + }, + "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=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_f/m2/sql/v2q_m2_209d51ae4f32d5b1.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_f/m2/artifacts/v2q_m2_209d51ae4f32d5b1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209d51ae4f32d5b1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_209d51ae4f32d5b1/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_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..363be4843659625e789c67af9d42458aa199fd86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:24:05.991805+00:00", + "ended_at": "2026-05-19T16:24:13.878469+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_22e2a27ad1d7da9a", + "problem_id": "v2p_m2_3ae7dbae337053a9", + "dataset_id": "m2", + "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=is_tpms, condition_col=is_front_fog_lights.", + "bindings": { + "group_col": "is_tpms", + "condition_col": "is_front_fog_lights", + "condition_value": "No", + "positive_value": "Yes", + "negative_value": "No", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=98" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "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_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..11566a32b3798f6871e494fb0a3431201aa5f321 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:09.429162+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": 3421.82, "started_at": "2026-05-19T16:24:06.006336+00:00", "ended_at": "2026-05-19T16:24:09.428203+00:00", "prompt_metrics": {"chars": 21802, "bytes_utf8": 21802, "lines": 627, "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\":\"019e410d-39ce-7982-8a40-0fa8284fec17\"}\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": "2026-05-19T16:24:13.878354+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": 3446.08, "started_at": "2026-05-19T16:24:10.431121+00:00", "ended_at": "2026-05-19T16:24:13.877265+00:00", "prompt_metrics": {"chars": 21802, "bytes_utf8": 21802, "lines": 627, "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\":\"019e410d-4b73-7972-b6c4-1028a4b217e5\"}\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_f/m2/artifacts/v2q_m2_231cd8226e516ef2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b945786757b5e2d373f0ef7c54ab6c6c52fa6737 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:41.148252+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": 3702.83, "started_at": "2026-05-19T16:12:37.444589+00:00", "ended_at": "2026-05-19T16:12:41.147458+00:00", "prompt_metrics": {"chars": 21990, "bytes_utf8": 21990, "lines": 626, "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\":\"019e4102-b7c2-7590-a5ef-912bda2ff7a6\"}\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": "2026-05-19T16:12:45.011728+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": 2860.26, "started_at": "2026-05-19T16:12:42.150275+00:00", "ended_at": "2026-05-19T16:12:45.010583+00:00", "prompt_metrics": {"chars": 21990, "bytes_utf8": 21990, "lines": 626, "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\":\"019e4102-ca40-7933-a12b-58f4401f2d9c\"}\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_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9b7e0f3ff3c067144ba1ff6666f235f670329d75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:30:29.174848+00:00", + "ended_at": "2026-05-19T16:30:37.228446+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_2403a8bc94d012ea", + "problem_id": "v2p_m2_001b68250a6e935b", + "dataset_id": "m2", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "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 Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=airbags, measure_col=age_of_policyholder.", + "bindings": { + "group_col": "airbags", + "measure_col": "age_of_policyholder", + "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": 0.548077, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=137" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d0ebe6e1351ad20daa5985c0f56ffd03f761795 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:30:32.674408+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": 3482.31, "started_at": "2026-05-19T16:30:29.190609+00:00", "ended_at": "2026-05-19T16:30:32.672972+00:00", "prompt_metrics": {"chars": 21637, "bytes_utf8": 21637, "lines": 624, "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\":\"019e4113-12d3-7011-8352-89b1860fe7ff\"}\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": "2026-05-19T16:30:37.228331+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": 3549.61, "started_at": "2026-05-19T16:30:33.677512+00:00", "ended_at": "2026-05-19T16:30:37.227190+00:00", "prompt_metrics": {"chars": 21637, "bytes_utf8": 21637, "lines": 624, "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\":\"019e4113-245a-7a81-95ff-95f33d9269e4\"}\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_f/m2/artifacts/v2q_m2_245c5c21b6406bea/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..40d7215dfb2e2c4c4c9c2542d23cd031921b26a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:20:39.184078+00:00", + "ended_at": "2026-05-19T16:20:46.665904+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_245c5c21b6406bea", + "problem_id": "v2p_m2_b1c52844433499b2", + "dataset_id": "m2", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "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 Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=area_cluster, measure_col=width.", + "bindings": { + "group_col": "area_cluster", + "measure_col": "width", + "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": 1735.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b28068f6899ed91c826f0ba37f45bb0ffed18b6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:42.170934+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": 2974.59, "started_at": "2026-05-19T16:20:39.195566+00:00", "ended_at": "2026-05-19T16:20:42.170189+00:00", "prompt_metrics": {"chars": 21715, "bytes_utf8": 21715, "lines": 624, "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\":\"019e410a-11b0-7771-b1c5-983ae34ba983\"}\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": "2026-05-19T16:20:46.665816+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": 3492.8, "started_at": "2026-05-19T16:20:43.172150+00:00", "ended_at": "2026-05-19T16:20:46.664984+00:00", "prompt_metrics": {"chars": 21715, "bytes_utf8": 21715, "lines": 624, "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\":\"019e410a-2148-7333-8fd2-553fcb3d7822\"}\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_f/m2/artifacts/v2q_m2_2c414bc9bc273191/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d3331989b20c67726f29dbc5e6b8e6c6ae2e6f96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:17:20.906544+00:00", + "ended_at": "2026-05-19T16:17:31.062094+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_2c414bc9bc273191", + "problem_id": "v2p_m2_62e8916219acf0ee", + "dataset_id": "m2", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "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 Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_rear_window_defogger, measure_col=gross_weight.", + "bindings": { + "group_col": "is_rear_window_defogger", + "measure_col": "gross_weight", + "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": 1410.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=73" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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", + "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_f/m2/artifacts/v2q_m2_2c414bc9bc273191/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa27dd87d5a2a7e397d4aafdd169b3878cdb59fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:24.268419+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": 3347.72, "started_at": "2026-05-19T16:17:20.919605+00:00", "ended_at": "2026-05-19T16:17:24.267370+00:00", "prompt_metrics": {"chars": 22128, "bytes_utf8": 22128, "lines": 624, "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\":\"019e4107-0b8a-78c2-9556-711e606ebca7\"}\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": "2026-05-19T16:17:31.061926+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": 5790.42, "started_at": "2026-05-19T16:17:25.270056+00:00", "ended_at": "2026-05-19T16:17:31.060537+00:00", "prompt_metrics": {"chars": 22128, "bytes_utf8": 22128, "lines": 624, "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\":\"019e4107-1ca5-7ae3-bf12-fe3a742caef9\"}\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_f/m2/artifacts/v2q_m2_2c487c659480a1d6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a31844955b4ccc6e7c3b0653dcc633ba6e2faafe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:08:10.926453+00:00", + "ended_at": "2026-05-19T16:08:18.283942+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_2c487c659480a1d6", + "problem_id": "v2p_m2_6471200c3eedde31", + "dataset_id": "m2", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=make, measure_col=make.", + "bindings": { + "group_col": "make", + "measure_col": "make", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "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", + "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_f/m2/artifacts/v2q_m2_2c487c659480a1d6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22acd8d887186860e69e7c5c5e847826e35f85ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:14.589129+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": 3653.54, "started_at": "2026-05-19T16:08:10.934668+00:00", "ended_at": "2026-05-19T16:08:14.588243+00:00", "prompt_metrics": {"chars": 21516, "bytes_utf8": 21516, "lines": 624, "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\":\"019e40fe-a6a7-7a72-9693-c65055302f3e\"}\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": "2026-05-19T16:08:18.283835+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": 2691.53, "started_at": "2026-05-19T16:08:15.591347+00:00", "ended_at": "2026-05-19T16:08:18.282928+00:00", "prompt_metrics": {"chars": 21516, "bytes_utf8": 21516, "lines": 624, "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\":\"019e40fe-b8e8-7a03-b9e3-74b1da271956\"}\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_f/m2/artifacts/v2q_m2_2e4ede83787032f2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0e844ad202257f68764f4ed90dcb41cff312eb47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:11:52.567217+00:00", + "ended_at": "2026-05-19T16:11:59.665841+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_2e4ede83787032f2", + "problem_id": "v2p_m2_11a0062010638813", + "dataset_id": "m2", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "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 Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=is_rear_window_wiper, measure_col=ncap_rating.", + "bindings": { + "group_col": "is_rear_window_wiper", + "measure_col": "ncap_rating", + "item_col": "policy_id", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "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", + "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_f/m2/artifacts/v2q_m2_2e4ede83787032f2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..906e026f2016d187b5f3abf9bb814df226b18a90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:55.885621+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": 3308.38, "started_at": "2026-05-19T16:11:52.576503+00:00", "ended_at": "2026-05-19T16:11:55.884914+00:00", "prompt_metrics": {"chars": 21974, "bytes_utf8": 21974, "lines": 626, "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\":\"019e4102-087e-7ae3-a12b-dd0b7c7004b7\"}\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": "2026-05-19T16:11:59.665747+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": 2778.25, "started_at": "2026-05-19T16:11:56.886687+00:00", "ended_at": "2026-05-19T16:11:59.664970+00:00", "prompt_metrics": {"chars": 21974, "bytes_utf8": 21974, "lines": 626, "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\":\"019e4102-1951-7ee0-a833-de7a9d6257b6\"}\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_f/m2/artifacts/v2q_m2_3097b65962abaeb8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a45f4e7587faa7f7e036b561ecdca734d38945fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:23:49.282531+00:00", + "ended_at": "2026-05-19T16:23:57.736057+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_3097b65962abaeb8", + "problem_id": "v2p_m2_896b332c07b2256d", + "dataset_id": "m2", + "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=is_adjustable_steering, condition_col=steering_type.", + "bindings": { + "group_col": "is_adjustable_steering", + "condition_col": "steering_type", + "condition_value": "Electric", + "positive_value": "Power", + "negative_value": "Electric", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=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", + "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_f/m2/artifacts/v2q_m2_3097b65962abaeb8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21a10e0c0a48756687c3b9f37e45441b6089a857 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:53.030302+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": 3733.15, "started_at": "2026-05-19T16:23:49.295946+00:00", "ended_at": "2026-05-19T16:23:53.029140+00:00", "prompt_metrics": {"chars": 21830, "bytes_utf8": 21830, "lines": 627, "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\":\"019e410c-f898-7853-91cc-4628a45411e7\"}\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": "2026-05-19T16:23:57.735912+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": 3701.98, "started_at": "2026-05-19T16:23:54.032799+00:00", "ended_at": "2026-05-19T16:23:57.734851+00:00", "prompt_metrics": {"chars": 21830, "bytes_utf8": 21830, "lines": 627, "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\":\"019e410d-0b64-76f3-bbfd-db29284991e6\"}\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_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ddf0833d66e5e269710e1b7ba8c4e1c63da9499d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:28:22.384521+00:00", + "ended_at": "2026-05-19T16:28:30.257647+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_334d27bc9ded2e0e", + "problem_id": "v2p_m2_fff8b8959b2a189d", + "dataset_id": "m2", + "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=is_claim.", + "bindings": { + "group_col": "is_claim", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=125" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2bf1829b368f624c6ef4feea7f24e0a59b60aa4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:25.924040+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": 3525.59, "started_at": "2026-05-19T16:28:22.397254+00:00", "ended_at": "2026-05-19T16:28:25.922897+00:00", "prompt_metrics": {"chars": 21520, "bytes_utf8": 21520, "lines": 622, "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\":\"019e4111-2367-7293-9f4e-a7e85363ad18\"}\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": "2026-05-19T16:28:30.257533+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": 3329.97, "started_at": "2026-05-19T16:28:26.926321+00:00", "ended_at": "2026-05-19T16:28:30.256358+00:00", "prompt_metrics": {"chars": 21520, "bytes_utf8": 21520, "lines": 622, "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\":\"019e4111-351d-73a1-a827-186d847f0901\"}\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_f/m2/artifacts/v2q_m2_33d22761b516f873/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a1fdb4d9ba1d6904e35bbe2f6253a97e15e7437b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:12:22.640408+00:00", + "ended_at": "2026-05-19T16:12:30.024516+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_33d22761b516f873", + "problem_id": "v2p_m2_95e89b432db588e1", + "dataset_id": "m2", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "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 Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=is_rear_window_defogger, measure_col=age_of_car.", + "bindings": { + "group_col": "is_rear_window_defogger", + "measure_col": "age_of_car", + "item_col": "age_of_car", + "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": 0.09, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=31" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d11421ad513e106014a80aed40b8628fda8fa60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:25.905203+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": 3255.75, "started_at": "2026-05-19T16:12:22.648465+00:00", "ended_at": "2026-05-19T16:12:25.904244+00:00", "prompt_metrics": {"chars": 21980, "bytes_utf8": 21980, "lines": 626, "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\":\"019e4102-7df1-7a51-b062-35413f730da4\"}\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": "2026-05-19T16:12:30.024430+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": 3116.8, "started_at": "2026-05-19T16:12:26.906834+00:00", "ended_at": "2026-05-19T16:12:30.023676+00:00", "prompt_metrics": {"chars": 21980, "bytes_utf8": 21980, "lines": 626, "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\":\"019e4102-8ea2-7db3-b3f9-30c92b1418d0\"}\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_f/m2/artifacts/v2q_m2_387a7fba970911ad/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_387a7fba970911ad/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9beded9a796f2ba15ee8ead0f0f468a607af1dd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_387a7fba970911ad/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"area_cluster": "C8", "support": 13654, "avg_response": 0.742039185921823}, {"area_cluster": "C2", "support": 7342, "avg_response": 0.6100385181443404}, {"area_cluster": "C5", "support": 6979, "avg_response": 0.5218715273953985}, {"area_cluster": "C3", "support": 6101, "avg_response": 0.49665588452793175}, {"area_cluster": "C14", "support": 3660, "avg_response": 0.7591930209447546}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_387a7fba970911ad/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_387a7fba970911ad/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5483c53f6a3c79178e1f6917a03e8830979f9ce3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_387a7fba970911ad/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_387a7fba970911ad +-- problem_id: v2p_m2_40e56a40eb869307 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "area_cluster", + COUNT(*) AS support, + AVG("policy_tenure") AS avg_response +FROM "m2" +GROUP BY "area_cluster" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_387a7fba970911ad/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_387a7fba970911ad/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5f27f1e8d363343d492b58d529f432172468608 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_387a7fba970911ad/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_f\n-- sql_source_dataset_id: m2\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m2_387a7fba970911ad\n-- problem_id: v2p_m2_40e56a40eb869307\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"area_cluster\",\n COUNT(*) AS support,\n AVG(\"policy_tenure\") AS avg_response\nFROM \"m2\"\nGROUP BY \"area_cluster\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: m2\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m2_387a7fba970911ad\\n-- problem_id: v2p_m2_40e56a40eb869307\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"area_cluster\\\",\\n COUNT(*) AS support,\\n AVG(\\\"policy_tenure\\\") AS avg_response\\nFROM \\\"m2\\\"\\nGROUP BY \\\"area_cluster\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"area_cluster\", \"support\", \"avg_response\"], \"rows\": [{\"area_cluster\": \"C8\", \"support\": 13654, \"avg_response\": 0.742039185921823}, {\"area_cluster\": \"C2\", \"support\": 7342, \"avg_response\": 0.6100385181443404}, {\"area_cluster\": \"C5\", \"support\": 6979, \"avg_response\": 0.5218715273953985}, {\"area_cluster\": \"C3\", \"support\": 6101, \"avg_response\": 0.49665588452793175}, {\"area_cluster\": \"C14\", \"support\": 3660, \"avg_response\": 0.7591930209447546}, {\"area_cluster\": \"C13\", \"support\": 3423, \"avg_response\": 0.658826446862193}, {\"area_cluster\": \"C10\", \"support\": 3155, \"avg_response\": 0.46837615848838593}, {\"area_cluster\": \"C9\", \"support\": 2734, \"avg_response\": 0.5322839715493618}, {\"area_cluster\": \"C7\", \"support\": 2167, \"avg_response\": 0.4910618136162898}, {\"area_cluster\": \"C12\", \"support\": 1589, \"avg_response\": 0.6824412396324526}, {\"area_cluster\": \"C1\", \"support\": 1468, \"avg_response\": 0.46738600211318665}, {\"area_cluster\": \"C11\", \"support\": 1212, \"avg_response\": 0.735225557231999}, {\"area_cluster\": \"C19\", \"support\": 952, \"avg_response\": 0.7231157845953348}, {\"area_cluster\": \"C6\", \"support\": 890, \"avg_response\": 0.5621551491032104}, {\"area_cluster\": \"C15\", \"support\": 771, \"avg_response\": 0.4225086834576294}, {\"area_cluster\": \"C4\", \"support\": 665, \"avg_response\": 0.5141964616684047}, {\"area_cluster\": \"C17\", \"support\": 492, \"avg_response\": 0.5216366100876114}, {\"area_cluster\": \"C16\", \"support\": 401, \"avg_response\": 0.49292815591981504}, {\"area_cluster\": \"C21\", \"support\": 379, \"avg_response\": 0.6147749284212477}, {\"area_cluster\": \"C18\", \"support\": 242, \"avg_response\": 0.43937730198107344}, {\"area_cluster\": \"C22\", \"support\": 207, \"avg_response\": 0.6526937827749859}, {\"area_cluster\": \"C20\", \"support\": 109, \"avg_response\": 0.49062877204821453}], \"row_count_returned\": 22, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 51.28}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_387a7fba970911ad/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_387a7fba970911ad/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..583d4ae72241b072a0f1f35597a35977838a629c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_387a7fba970911ad/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:33.292695+00:00", + "ended_at": "2026-05-19T16:31:33.345041+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_387a7fba970911ad", + "problem_id": "v2p_m2_40e56a40eb869307", + "dataset_id": "m2", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=policy_tenure, key_col=area_cluster.", + "bindings": { + "key_col": "area_cluster", + "measure_col": "policy_tenure", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "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_f/m2/sql/v2q_m2_387a7fba970911ad.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_f/m2/artifacts/v2q_m2_387a7fba970911ad/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_387a7fba970911ad/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_387a7fba970911ad/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_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ac8631364ca327b358f7af3d5715f31fd8507a9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:01.357530+00:00", + "ended_at": "2026-05-19T16:15:04.469396+00:00", + "elapsed_ms": 3111.83, + "returncode": 1, + "prompt_metrics": { + "chars": 21875, + "bytes_utf8": 21875, + "lines": 628, + "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_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..df37f558ee414acbe01c88088af218912951e23c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:15:05.473160+00:00", + "ended_at": "2026-05-19T16:15:08.729527+00:00", + "elapsed_ms": 3256.31, + "returncode": 1, + "prompt_metrics": { + "chars": 21875, + "bytes_utf8": 21875, + "lines": 628, + "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_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..098f4351f84ea8d72ede2c6eb67a800ce6e6076b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,628 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=age_of_policyholder, group_col_2=is_tpms.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "age_of_policyholder", + "group_col_2": "is_tpms", + "predicate_col": "max_power", + "predicate_op": "=", + "predicate_value": "97.89bhp@3600rpm", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..098f4351f84ea8d72ede2c6eb67a800ce6e6076b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,628 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=age_of_policyholder, group_col_2=is_tpms.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "age_of_policyholder", + "group_col_2": "is_tpms", + "predicate_col": "max_power", + "predicate_op": "=", + "predicate_value": "97.89bhp@3600rpm", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..543bb640765fc9b077833c197c01f1c55d14592d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-e9e9-7ec1-ae78-a0f23acf089b"} +{"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_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b280aec98f6721532a294955f8c648002ba93df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-e9e9-7ec1-ae78-a0f23acf089b"} +{"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_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f5687765f854ba137d57bbd24c5a467b3f0ce4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-fa22-7ee1-9b09-3f1fa51ca5ff"} +{"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_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..502cb17e93ccadeb7566dbdce69cb0652b2d9d8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-fa22-7ee1-9b09-3f1fa51ca5ff"} +{"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_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..72657ac661e0355318ac02ce7dcede1ca9983d7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:15:01.349381+00:00", + "ended_at": "2026-05-19T16:15:08.730918+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_3a80027c5f839d99", + "problem_id": "v2p_m2_0cd2bcb01ea0c6ca", + "dataset_id": "m2", + "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=age_of_policyholder, group_col_2=is_tpms.", + "bindings": { + "group_col": "age_of_policyholder", + "group_col_2": "is_tpms", + "predicate_col": "max_power", + "predicate_op": "=", + "predicate_value": "97.89bhp@3600rpm", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=53" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "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_f/m2/artifacts/v2q_m2_3a80027c5f839d99/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53c907ad086f275458a08173b0e029365c42b870 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3a80027c5f839d99/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:04.470952+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": 3111.83, "started_at": "2026-05-19T16:15:01.357530+00:00", "ended_at": "2026-05-19T16:15:04.469396+00:00", "prompt_metrics": {"chars": 21875, "bytes_utf8": 21875, "lines": 628, "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\":\"019e4104-e9e9-7ec1-ae78-a0f23acf089b\"}\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": "2026-05-19T16:15:08.730772+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": 3256.31, "started_at": "2026-05-19T16:15:05.473160+00:00", "ended_at": "2026-05-19T16:15:08.729527+00:00", "prompt_metrics": {"chars": 21875, "bytes_utf8": 21875, "lines": 628, "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\":\"019e4104-fa22-7ee1-9b09-3f1fa51ca5ff\"}\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_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6e41357350be7e0edccfcfa7b66f7363f6854da8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:33.415230+00:00", + "ended_at": "2026-05-19T16:29:36.644117+00:00", + "elapsed_ms": 3228.85, + "returncode": 1, + "prompt_metrics": { + "chars": 21630, + "bytes_utf8": 21630, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c8bf9d393c924a9eb611fa79ecf81f6f43463871 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:37.647567+00:00", + "ended_at": "2026-05-19T16:29:40.962799+00:00", + "elapsed_ms": 3315.16, + "returncode": 1, + "prompt_metrics": { + "chars": 21630, + "bytes_utf8": 21630, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..989de367d96991654f13f3e54a668d3120c9a7cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=fuel_type, measure_col=gross_weight.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fuel_type", + "measure_col": "gross_weight", + "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": 1410.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..989de367d96991654f13f3e54a668d3120c9a7cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=fuel_type, measure_col=gross_weight.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fuel_type", + "measure_col": "gross_weight", + "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": 1410.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8de71a18054ed4d3d962c0130023ab2d20b7372 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-38cc-7c23-85b0-4a9f10c7a098"} +{"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_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..754feeb435fde628b73930c9126f063b022679a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-38cc-7c23-85b0-4a9f10c7a098"} +{"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_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf2722c91cfd6806440313f05cfcd266abe7da1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-496d-7381-b190-6bf0493c5811"} +{"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_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7222ba775290c2643c82435136b6d14c64acec55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-496d-7381-b190-6bf0493c5811"} +{"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_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..11b41cb495908f5a3613d2b29609f20370d3ce5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:29:33.399325+00:00", + "ended_at": "2026-05-19T16:29:40.964023+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_3c9c82921f349c37", + "problem_id": "v2p_m2_421fb60358b868dc", + "dataset_id": "m2", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_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 Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=fuel_type, measure_col=gross_weight.", + "bindings": { + "group_col": "fuel_type", + "measure_col": "gross_weight", + "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": 1410.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=133" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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", + "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_f/m2/artifacts/v2q_m2_3c9c82921f349c37/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..56e6c0f8133536cbf1ee15e63039abfe89d8be04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3c9c82921f349c37/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:36.645165+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": 3228.85, "started_at": "2026-05-19T16:29:33.415230+00:00", "ended_at": "2026-05-19T16:29:36.644117+00:00", "prompt_metrics": {"chars": 21630, "bytes_utf8": 21630, "lines": 624, "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\":\"019e4112-38cc-7c23-85b0-4a9f10c7a098\"}\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": "2026-05-19T16:29:40.963894+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": 3315.16, "started_at": "2026-05-19T16:29:37.647567+00:00", "ended_at": "2026-05-19T16:29:40.962799+00:00", "prompt_metrics": {"chars": 21630, "bytes_utf8": 21630, "lines": 624, "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\":\"019e4112-496d-7381-b190-6bf0493c5811\"}\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_f/m2/artifacts/v2q_m2_3cc99237b9e1c859/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3cc99237b9e1c859/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fefe49af10817cbe3ef9fc95e053819026b870c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3cc99237b9e1c859/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "8794", "support": 13654, "support_share": 0.2330352266521027, "cumulative_support": 13654}, {"value_label": "27003", "support": 7342, "support_share": 0.12530720917531404, "cumulative_support": 20996}, {"value_label": "34738", "support": 6979, "support_share": 0.1191118241398143, "cumulative_support": 27975}, {"value_label": "4076", "support": 6101, "support_share": 0.10412684325505188, "cumulative_support": 34076}, {"value_label": "7788", "support": 3660, "support_share": 0.06246586564718733, "cumulative_support": 37736}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3cc99237b9e1c859/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3cc99237b9e1c859/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c8f9ae25e0fd4b96cec6b78471d9fac26fe6908 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3cc99237b9e1c859/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_3cc99237b9e1c859 +-- problem_id: v2p_m2_e69a5d0317a66a5f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "population_density" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "population_density" +), 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_f/m2/artifacts/v2q_m2_3cc99237b9e1c859/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3cc99237b9e1c859/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54d7eec0b803eb5bcd3a19771044ae87be0880b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3cc99237b9e1c859/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_f\n-- sql_source_dataset_id: m2\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_m2_3cc99237b9e1c859\n-- problem_id: v2p_m2_e69a5d0317a66a5f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"population_density\" AS value_label, COUNT(*) AS support\n FROM \"m2\"\n GROUP BY \"population_density\"\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_f\\n-- sql_source_dataset_id: m2\\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_m2_3cc99237b9e1c859\\n-- problem_id: v2p_m2_e69a5d0317a66a5f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"population_density\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m2\\\"\\n GROUP BY \\\"population_density\\\"\\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\": \"8794\", \"support\": 13654, \"support_share\": 0.2330352266521027, \"cumulative_support\": 13654}, {\"value_label\": \"27003\", \"support\": 7342, \"support_share\": 0.12530720917531404, \"cumulative_support\": 20996}, {\"value_label\": \"34738\", \"support\": 6979, \"support_share\": 0.1191118241398143, \"cumulative_support\": 27975}, {\"value_label\": \"4076\", \"support\": 6101, \"support_share\": 0.10412684325505188, \"cumulative_support\": 34076}, {\"value_label\": \"7788\", \"support\": 3660, \"support_share\": 0.06246586564718733, \"cumulative_support\": 37736}, {\"value_label\": \"5410\", \"support\": 3423, \"support_share\": 0.05842094483888585, \"cumulative_support\": 41159}, {\"value_label\": \"73430\", \"support\": 3155, \"support_share\": 0.053846941561987986, \"cumulative_support\": 44314}, {\"value_label\": \"17804\", \"support\": 2734, \"support_share\": 0.04666166029492081, \"cumulative_support\": 47048}, {\"value_label\": \"6112\", \"support\": 2167, \"support_share\": 0.036984571272528674, \"cumulative_support\": 49215}, {\"value_label\": \"34791\", \"support\": 1589, \"support_share\": 0.02711974330966685, \"cumulative_support\": 50804}, {\"value_label\": \"4990\", \"support\": 1468, \"support_share\": 0.025054614964500274, \"cumulative_support\": 52272}, {\"value_label\": \"6108\", \"support\": 1212, \"support_share\": 0.020685417804478426, \"cumulative_support\": 53484}, {\"value_label\": \"27742\", \"support\": 952, \"support_share\": 0.01624795193883124, \"cumulative_support\": 54436}, {\"value_label\": \"13051\", \"support\": 890, \"support_share\": 0.01518978700163845, \"cumulative_support\": 55326}, {\"value_label\": \"290\", \"support\": 771, \"support_share\": 0.013158793009284544, \"cumulative_support\": 56097}, {\"value_label\": \"21622\", \"support\": 665, \"support_share\": 0.011349672310212998, \"cumulative_support\": 56762}, {\"value_label\": \"65567\", \"support\": 492, \"support_share\": 0.008397050791916985, \"cumulative_support\": 57254}, {\"value_label\": \"16206\", \"support\": 401, \"support_share\": 0.00684393773894047, \"cumulative_support\": 57655}, {\"value_label\": \"3264\", \"support\": 379, \"support_share\": 0.006468459858001092, \"cumulative_support\": 58034}, {\"value_label\": \"35036\", \"support\": 242, \"support_share\": 0.0041302566903331514, \"cumulative_support\": 58276}, {\"value_label\": \"16733\", \"support\": 207, \"support_share\": 0.0035329055161114147, \"cumulative_support\": 58483}, {\"value_label\": \"20905\", \"support\": 109, \"support_share\": 0.0018603222282905516, \"cumulative_support\": 58592}], \"row_count_returned\": 22, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 34.99}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3cc99237b9e1c859/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3cc99237b9e1c859/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..850dd2d0010e1c4e0bd566c922a0b71d402b7657 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3cc99237b9e1c859/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:32.221591+00:00", + "ended_at": "2026-05-19T16:31:32.258020+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_3cc99237b9e1c859", + "problem_id": "v2p_m2_e69a5d0317a66a5f", + "dataset_id": "m2", + "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=population_density.", + "bindings": { + "group_col": "population_density" + }, + "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=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "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_f/m2/sql/v2q_m2_3cc99237b9e1c859.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_f/m2/artifacts/v2q_m2_3cc99237b9e1c859/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3cc99237b9e1c859/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3cc99237b9e1c859/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_f/m2/artifacts/v2q_m2_3fb54192723c1f43/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1cae8b2a4fae910de03575405c1091a423471e05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:25:34.103268+00:00", + "ended_at": "2026-05-19T16:25:42.125086+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_3fb54192723c1f43", + "problem_id": "v2p_m2_5a05ca21c45a18c5", + "dataset_id": "m2", + "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=transmission_type, condition_col=is_central_locking.", + "bindings": { + "group_col": "transmission_type", + "condition_col": "is_central_locking", + "condition_value": "Yes", + "positive_value": "Yes", + "negative_value": "No", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=104" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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_f/m2/artifacts/v2q_m2_3fb54192723c1f43/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..196fa604108ec1aa5ecf32ecde456a60707462e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:37.711114+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": 3591.32, "started_at": "2026-05-19T16:25:34.118709+00:00", "ended_at": "2026-05-19T16:25:37.710073+00:00", "prompt_metrics": {"chars": 21824, "bytes_utf8": 21824, "lines": 627, "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\":\"019e410e-9209-73d1-962f-c7d48d3aa2ed\"}\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": "2026-05-19T16:25:42.124934+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": 3410.26, "started_at": "2026-05-19T16:25:38.713141+00:00", "ended_at": "2026-05-19T16:25:42.123450+00:00", "prompt_metrics": {"chars": 21824, "bytes_utf8": 21824, "lines": 627, "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\":\"019e410e-a418-7f92-b3d2-0fe1776fe72c\"}\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_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dad06da463d1911fbd77e747120424b6314ecef1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:27:02.935951+00:00", + "ended_at": "2026-05-19T16:27:10.941666+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_43f6c502f1c69c23", + "problem_id": "v2p_m2_7d512babb812417d", + "dataset_id": "m2", + "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=is_driver_seat_height_adjustable.", + "bindings": { + "group_col": "is_driver_seat_height_adjustable", + "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": 1.039104, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=120" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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", + "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_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1faa19f3db4dad219a898d14f7c19b956b079f0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:06.375430+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": 3423.82, "started_at": "2026-05-19T16:27:02.950428+00:00", "ended_at": "2026-05-19T16:27:06.374290+00:00", "prompt_metrics": {"chars": 21573, "bytes_utf8": 21573, "lines": 622, "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\":\"019e410f-ed25-7723-8f0a-3ebea2bb469c\"}\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": "2026-05-19T16:27:10.941487+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": 3562.19, "started_at": "2026-05-19T16:27:07.377868+00:00", "ended_at": "2026-05-19T16:27:10.940125+00:00", "prompt_metrics": {"chars": 21573, "bytes_utf8": 21573, "lines": 622, "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\":\"019e410f-fe70-7c82-bd88-7e471d8c3507\"}\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_f/m2/artifacts/v2q_m2_4762b1210fe81183/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..22c425570dbd20b13f0e56172a064a1a8b047b9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:11:37.783949+00:00", + "ended_at": "2026-05-19T16:11:45.254804+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_4762b1210fe81183", + "problem_id": "v2p_m2_d411bbe8e91161b8", + "dataset_id": "m2", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "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 Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=is_front_fog_lights, measure_col=gross_weight.", + "bindings": { + "group_col": "is_front_fog_lights", + "measure_col": "gross_weight", + "item_col": "population_density", + "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": 1410.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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", + "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_f/m2/artifacts/v2q_m2_4762b1210fe81183/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..900297baa493cc0ddf348482060a90610ffad63f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:40.774230+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": 2980.68, "started_at": "2026-05-19T16:11:37.792704+00:00", "ended_at": "2026-05-19T16:11:40.773410+00:00", "prompt_metrics": {"chars": 21981, "bytes_utf8": 21981, "lines": 626, "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\":\"019e4101-cefd-7482-804d-898bb561bfdb\"}\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": "2026-05-19T16:11:45.254708+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": 3478.46, "started_at": "2026-05-19T16:11:41.775479+00:00", "ended_at": "2026-05-19T16:11:45.253974+00:00", "prompt_metrics": {"chars": 21981, "bytes_utf8": 21981, "lines": 626, "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\":\"019e4101-de60-75a1-aefb-8173bdb7bb62\"}\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_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..04a8b5e8bc532e9ccf6c27a1d7eb997c94b192a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:14.393645+00:00", + "ended_at": "2026-05-19T16:28:17.670687+00:00", + "elapsed_ms": 3276.98, + "returncode": 1, + "prompt_metrics": { + "chars": 21528, + "bytes_utf8": 21528, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dba581e00943797740db9736969450f05434115e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:18.673644+00:00", + "ended_at": "2026-05-19T16:28:22.382748+00:00", + "elapsed_ms": 3709.05, + "returncode": 1, + "prompt_metrics": { + "chars": 21528, + "bytes_utf8": 21528, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4e566ba3e63b3e2f5cfc7984357fa8b709dd2d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=ncap_rating.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ncap_rating", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4e566ba3e63b3e2f5cfc7984357fa8b709dd2d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=ncap_rating.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ncap_rating", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f778ee602502e4c623c9cdaaf2111d6725f1c393 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-0424-7972-82cd-0a0bcad2b803"} +{"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_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f3cb7f957e9d7704ebc3f16949be4bd489e05e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-0424-7972-82cd-0a0bcad2b803"} +{"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_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..174ceeb74f490eac944761f118e52760cd7ea178 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-14df-75e3-b313-dc3812ee1f78"} +{"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_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..716a2aeb51497a2ae1043be91d1905f3b3ca952f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-14df-75e3-b313-dc3812ee1f78"} +{"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_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..64f22f99cb7b9df634d5dfa8f23e1357a5b907d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:28:14.376424+00:00", + "ended_at": "2026-05-19T16:28:22.383980+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_477ef1744f200ea3", + "problem_id": "v2p_m2_97ee661d04aac511", + "dataset_id": "m2", + "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=ncap_rating.", + "bindings": { + "group_col": "ncap_rating", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=124" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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", + "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_f/m2/artifacts/v2q_m2_477ef1744f200ea3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b8636bb78690d5dfc498452410ebd5dc88e8f84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_477ef1744f200ea3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:17.671789+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": 3276.98, "started_at": "2026-05-19T16:28:14.393645+00:00", "ended_at": "2026-05-19T16:28:17.670687+00:00", "prompt_metrics": {"chars": 21528, "bytes_utf8": 21528, "lines": 622, "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\":\"019e4111-0424-7972-82cd-0a0bcad2b803\"}\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": "2026-05-19T16:28:22.383862+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": 3709.05, "started_at": "2026-05-19T16:28:18.673644+00:00", "ended_at": "2026-05-19T16:28:22.382748+00:00", "prompt_metrics": {"chars": 21528, "bytes_utf8": 21528, "lines": 622, "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\":\"019e4111-14df-75e3-b313-dc3812ee1f78\"}\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_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..991b2e75df67f7c776caaac3649f9297f0bcef56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:29:17.686562+00:00", + "ended_at": "2026-05-19T16:29:25.768152+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_47b9daed6a6f0b6b", + "problem_id": "v2p_m2_0e5923d820c71f5b", + "dataset_id": "m2", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "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 Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=model, measure_col=height.", + "bindings": { + "group_col": "model", + "measure_col": "height", + "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": 1530.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "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", + "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_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d20cd9ee8906d17257f1003293c8ef405abef95d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:21.191267+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": 3490.83, "started_at": "2026-05-19T16:29:17.699252+00:00", "ended_at": "2026-05-19T16:29:21.190131+00:00", "prompt_metrics": {"chars": 21609, "bytes_utf8": 21609, "lines": 624, "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\":\"019e4111-fb75-74b2-9369-01c6c5ba1906\"}\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": "2026-05-19T16:29:25.768047+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": 3574.08, "started_at": "2026-05-19T16:29:22.192852+00:00", "ended_at": "2026-05-19T16:29:25.766984+00:00", "prompt_metrics": {"chars": 21609, "bytes_utf8": 21609, "lines": 624, "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\":\"019e4112-0d14-7da3-9a8c-b9cc1453fab6\"}\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_f/m2/artifacts/v2q_m2_4ae769672b93ff87/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ae769672b93ff87/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e014b5f1820d830fb199b7b4ce5c0bd8d6a07d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ae769672b93ff87/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0.01", "support": 6362, "support_share": 0.1085813762971054, "cumulative_support": 6362}, {"value_label": "0", "support": 5257, "support_share": 0.08972214636810485, "cumulative_support": 11619}, {"value_label": "0.02", "support": 5189, "support_share": 0.08856157837247405, "cumulative_support": 16808}, {"value_label": "0.03", "support": 4415, "support_share": 0.0753515838339705, "cumulative_support": 21223}, {"value_label": "0.04", "support": 3763, "support_share": 0.06422378481703987, "cumulative_support": 24986}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ae769672b93ff87/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ae769672b93ff87/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..703715f5077c0a7c4ec2c8c7922f884e826fe3af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ae769672b93ff87/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_4ae769672b93ff87 +-- problem_id: v2p_m2_c90cbe8806408a25 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "age_of_car" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "age_of_car" +), 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_f/m2/artifacts/v2q_m2_4ae769672b93ff87/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ae769672b93ff87/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c749f0dd0a6565a1f3e078bbbab839a22791fcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ae769672b93ff87/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_f\n-- sql_source_dataset_id: m2\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_m2_4ae769672b93ff87\n-- problem_id: v2p_m2_c90cbe8806408a25\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"age_of_car\" AS value_label, COUNT(*) AS support\n FROM \"m2\"\n GROUP BY \"age_of_car\"\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_f\\n-- sql_source_dataset_id: m2\\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_m2_4ae769672b93ff87\\n-- problem_id: v2p_m2_c90cbe8806408a25\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"age_of_car\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m2\\\"\\n GROUP BY \\\"age_of_car\\\"\\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\": \"0.01\", \"support\": 6362, \"support_share\": 0.1085813762971054, \"cumulative_support\": 6362}, {\"value_label\": \"0\", \"support\": 5257, \"support_share\": 0.08972214636810485, \"cumulative_support\": 11619}, {\"value_label\": \"0.02\", \"support\": 5189, \"support_share\": 0.08856157837247405, \"cumulative_support\": 16808}, {\"value_label\": \"0.03\", \"support\": 4415, \"support_share\": 0.0753515838339705, \"cumulative_support\": 21223}, {\"value_label\": \"0.04\", \"support\": 3763, \"support_share\": 0.06422378481703987, \"cumulative_support\": 24986}, {\"value_label\": \"0.05\", \"support\": 3342, \"support_share\": 0.05703850354997269, \"cumulative_support\": 28328}, {\"value_label\": \"0.1\", \"support\": 3123, \"support_share\": 0.05330079191698525, \"cumulative_support\": 31451}, {\"value_label\": \"0.06\", \"support\": 3053, \"support_share\": 0.05210608956854178, \"cumulative_support\": 34504}, {\"value_label\": \"0.07\", \"support\": 2888, \"support_share\": 0.04929000546149645, \"cumulative_support\": 37392}, {\"value_label\": \"0.08\", \"support\": 2730, \"support_share\": 0.046593391589295464, \"cumulative_support\": 40122}, {\"value_label\": \"0.09\", \"support\": 2643, \"support_share\": 0.04510854724194429, \"cumulative_support\": 42765}, {\"value_label\": \"0.12\", \"support\": 2506, \"support_share\": 0.04277034407427635, \"cumulative_support\": 45271}, {\"value_label\": \"0.11\", \"support\": 2442, \"support_share\": 0.04167804478427089, \"cumulative_support\": 47713}, {\"value_label\": \"0.13\", \"support\": 2315, \"support_share\": 0.0395105133806663, \"cumulative_support\": 50028}, {\"value_label\": \"0.14\", \"support\": 2151, \"support_share\": 0.03671149645002731, \"cumulative_support\": 52179}, {\"value_label\": \"0.15\", \"support\": 1964, \"support_share\": 0.0335199344620426, \"cumulative_support\": 54143}, {\"value_label\": \"0.16\", \"support\": 1291, \"support_share\": 0.02203372474057892, \"cumulative_support\": 55434}, {\"value_label\": \"0.17\", \"support\": 931, \"support_share\": 0.0158895412342982, \"cumulative_support\": 56365}, {\"value_label\": \"0.18\", \"support\": 738, \"support_share\": 0.012595576187875478, \"cumulative_support\": 57103}, {\"value_label\": \"0.19\", \"support\": 458, \"support_share\": 0.007816766794101584, \"cumulative_support\": 57561}, {\"value_label\": \"0.2\", \"support\": 287, \"support_share\": 0.004898279628618241, \"cumulative_support\": 57848}, {\"value_label\": \"0.21\", \"support\": 172, \"support_share\": 0.002935554341889678, \"cumulative_support\": 58020}, {\"value_label\": \"0.22\", \"support\": 148, \"support_share\": 0.0025259421081376297, \"cumulative_support\": 58168}, {\"value_label\": \"0.23\", \"support\": 90, \"support_share\": 0.0015360458765701801, \"cumulative_support\": 58258}, {\"value_label\": \"0.24\", \"support\": 65, \"support_share\": 0.0011093664664117969, \"cumulative_support\": 58323}, {\"value_label\": \"0.25\", \"support\": 46, \"support_share\": 0.0007850901146914254, \"cumulative_support\": 58369}, {\"value_label\": \"0.3\", \"support\": 32, \"support_share\": 0.0005461496450027307, \"cumulative_support\": 58401}, {\"value_label\": \"0.27\", \"support\": 29, \"support_share\": 0.0004949481157837248, \"cumulative_support\": 58430}, {\"value_label\": \"0.31\", \"support\": 26, \"support_share\": 0.00044374658656471874, \"cumulative_support\": 58456}, {\"value_label\": \"0.28\", \"support\": 25, \"support_share\": 0.0004266794101583834, \"cumulative_support\": 58481}, {\"value_label\": \"0.26\", \"support\": 24, \"support_share\": 0.00040961223375204805, \"cumulative_support\": 58505}, 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\"support_share\": 5.120152921900601e-05, \"cumulative_support\": 58580}, {\"value_label\": \"0.44\", \"support\": 2, \"support_share\": 3.413435281267067e-05, \"cumulative_support\": 58582}, {\"value_label\": \"0.46\", \"support\": 2, \"support_share\": 3.413435281267067e-05, \"cumulative_support\": 58584}, {\"value_label\": \"0.49\", \"support\": 2, \"support_share\": 3.413435281267067e-05, \"cumulative_support\": 58586}, {\"value_label\": \"0.35\", \"support\": 1, \"support_share\": 1.7067176406335334e-05, \"cumulative_support\": 58587}, {\"value_label\": \"0.42\", \"support\": 1, \"support_share\": 1.7067176406335334e-05, \"cumulative_support\": 58588}, {\"value_label\": \"0.45\", \"support\": 1, \"support_share\": 1.7067176406335334e-05, \"cumulative_support\": 58589}, {\"value_label\": \"0.62\", \"support\": 1, \"support_share\": 1.7067176406335334e-05, \"cumulative_support\": 58590}, {\"value_label\": \"0.81\", \"support\": 1, \"support_share\": 1.7067176406335334e-05, \"cumulative_support\": 58591}, {\"value_label\": \"0.82\", \"support\": 1, \"support_share\": 1.7067176406335334e-05, \"cumulative_support\": 58592}], \"row_count_returned\": 49, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 39.56}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ae769672b93ff87/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ae769672b93ff87/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ed0a02264cbc5b2bde84ef666d28f1f63d282ee1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ae769672b93ff87/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:32.179372+00:00", + "ended_at": "2026-05-19T16:31:32.220770+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_4ae769672b93ff87", + "problem_id": "v2p_m2_c90cbe8806408a25", + "dataset_id": "m2", + "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=age_of_car.", + "bindings": { + "group_col": "age_of_car" + }, + "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_f/m2/sql/v2q_m2_4ae769672b93ff87.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_f/m2/artifacts/v2q_m2_4ae769672b93ff87/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ae769672b93ff87/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ae769672b93ff87/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_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e4d30857876289e7a5cc234acad074a554e8bb33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:06.786891+00:00", + "ended_at": "2026-05-19T16:28:10.057963+00:00", + "elapsed_ms": 3271.02, + "returncode": 1, + "prompt_metrics": { + "chars": 21526, + "bytes_utf8": 21526, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..84a3553c8565183557172b7b1afc0bfe2cc302b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:11.061725+00:00", + "ended_at": "2026-05-19T16:28:14.373452+00:00", + "elapsed_ms": 3311.65, + "returncode": 1, + "prompt_metrics": { + "chars": 21526, + "bytes_utf8": 21526, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cfa28e20042c70feaa814d6dd825b484942df00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ncap_rating.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ncap_rating", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cfa28e20042c70feaa814d6dd825b484942df00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ncap_rating.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "ncap_rating", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40bbf3ac5f15c2cd3f06dfb77ee9c4dc940657db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-e68f-76f0-95f6-9a9e8ae15ca7"} +{"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_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d427de13bcb7f2ea5f43fc516e08123db0278d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-e68f-76f0-95f6-9a9e8ae15ca7"} +{"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_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..45c7ac63500314a8641694b475a4daeb9736a65a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-f71f-7551-a07e-7968a4a40263"} +{"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_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4a42efda35d2240d616a2cf58a96abd46619fea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-f71f-7551-a07e-7968a4a40263"} +{"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_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5eb2903cfefd211ddccaf3cfc5a3ae6008c61acc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:28:06.772731+00:00", + "ended_at": "2026-05-19T16:28:14.375500+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_4aef22ebee9fd367", + "problem_id": "v2p_m2_3f0936af3183c144", + "dataset_id": "m2", + "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=ncap_rating.", + "bindings": { + "group_col": "ncap_rating", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=124" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9156a5147b9f23b1b38507e21355bec4452a02ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4aef22ebee9fd367/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:10.059224+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": 3271.02, "started_at": "2026-05-19T16:28:06.786891+00:00", "ended_at": "2026-05-19T16:28:10.057963+00:00", "prompt_metrics": {"chars": 21526, "bytes_utf8": 21526, "lines": 622, "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\":\"019e4110-e68f-76f0-95f6-9a9e8ae15ca7\"}\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": "2026-05-19T16:28:14.375283+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": 3311.65, "started_at": "2026-05-19T16:28:11.061725+00:00", "ended_at": "2026-05-19T16:28:14.373452+00:00", "prompt_metrics": {"chars": 21526, "bytes_utf8": 21526, "lines": 622, "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\":\"019e4110-f71f-7551-a07e-7968a4a40263\"}\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_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..01b2575ac884360789b184b118f0b2a560df8c36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:23:30.909556+00:00", + "ended_at": "2026-05-19T16:23:39.158220+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_4b8af19fa43496c6", + "problem_id": "v2p_m2_8fc0d53fef4c164b", + "dataset_id": "m2", + "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=is_esc, condition_col=gear_box.", + "bindings": { + "group_col": "is_esc", + "condition_col": "gear_box", + "condition_value": "6", + "positive_value": "5", + "negative_value": "6", + "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": 1493.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=2/2", + "binding_index=96" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "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_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee357ae2d72be07dfec36fe875aa72b6ae571187 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:34.575893+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": 3650.95, "started_at": "2026-05-19T16:23:30.923440+00:00", "ended_at": "2026-05-19T16:23:34.574436+00:00", "prompt_metrics": {"chars": 21777, "bytes_utf8": 21777, "lines": 627, "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\":\"019e410c-b0c6-7232-8653-d87f7e486a8f\"}\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": "2026-05-19T16:23:39.158108+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": 3579.35, "started_at": "2026-05-19T16:23:35.577609+00:00", "ended_at": "2026-05-19T16:23:39.157073+00:00", "prompt_metrics": {"chars": 21777, "bytes_utf8": 21777, "lines": 627, "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\":\"019e410c-c305-7261-9fd1-44d11cc72824\"}\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_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b12570ed60bc28211ffa7752e7aa00f0651fb3eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:22:48.016977+00:00", + "ended_at": "2026-05-19T16:22:56.371784+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_4ce9eb4e5499140c", + "problem_id": "v2p_m2_74901a1efe659cc0", + "dataset_id": "m2", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "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 Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=max_torque, measure_col=age_of_policyholder.", + "bindings": { + "group_col": "max_torque", + "measure_col": "age_of_policyholder", + "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": 0.548077, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=92" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7d4d52f5eea8055cfb0faf4191dca5e0691367b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:52.084084+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": 4050.23, "started_at": "2026-05-19T16:22:48.032679+00:00", "ended_at": "2026-05-19T16:22:52.082955+00:00", "prompt_metrics": {"chars": 21741, "bytes_utf8": 21741, "lines": 624, "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\":\"019e410c-095e-7081-9428-6560436e0625\"}\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": "2026-05-19T16:22:56.371679+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": 3284.86, "started_at": "2026-05-19T16:22:53.085718+00:00", "ended_at": "2026-05-19T16:22:56.370628+00:00", "prompt_metrics": {"chars": 21741, "bytes_utf8": 21741, "lines": 624, "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\":\"019e410c-1d28-7562-8ca1-bb33a8105007\"}\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_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..437ef5349da30fe41a3db83df3ce4af1483266c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:21.172683+00:00", + "ended_at": "2026-05-19T16:30:24.681532+00:00", + "elapsed_ms": 3508.81, + "returncode": 1, + "prompt_metrics": { + "chars": 21627, + "bytes_utf8": 21627, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..995e7a2f364dad22bccf9860f427f5075214604b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:25.685199+00:00", + "ended_at": "2026-05-19T16:30:29.173068+00:00", + "elapsed_ms": 3487.74, + "returncode": 1, + "prompt_metrics": { + "chars": 21627, + "bytes_utf8": 21627, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb571c6b9cab42fef3fbf6eb3184db81a2d9d240 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=engine_type, measure_col=age_of_car.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "engine_type", + "measure_col": "age_of_car", + "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": 0.09, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb571c6b9cab42fef3fbf6eb3184db81a2d9d240 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=engine_type, measure_col=age_of_car.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "engine_type", + "measure_col": "age_of_car", + "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": 0.09, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a25b453a73f91f7957db2e253e505814d7c6eb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-f378-7fb1-9abb-d36b0b0a5fe3"} +{"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_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bd383a1f4216c661eab5f439f324475cc9a6fc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-f378-7fb1-9abb-d36b0b0a5fe3"} +{"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_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b312ef3e8833c6f64f5d5dd0ff720f2d889f5aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-051a-7721-a7e6-b15ab94713d5"} +{"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_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..088539dccd31adc7b77bc2daa823d8e16004a389 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-051a-7721-a7e6-b15ab94713d5"} +{"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_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..68f79b204eb38190e4afa05e0dec35f233cafc9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:30:21.158252+00:00", + "ended_at": "2026-05-19T16:30:29.174324+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_4e3143c1d2bc95cc", + "problem_id": "v2p_m2_9aa18e5842e30b0f", + "dataset_id": "m2", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "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 Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=engine_type, measure_col=age_of_car.", + "bindings": { + "group_col": "engine_type", + "measure_col": "age_of_car", + "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": 0.09, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=136" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "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_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b776ace413145763f32dc7aa658082a269c2a6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4e3143c1d2bc95cc/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:30:24.682639+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": 3508.81, "started_at": "2026-05-19T16:30:21.172683+00:00", "ended_at": "2026-05-19T16:30:24.681532+00:00", "prompt_metrics": {"chars": 21627, "bytes_utf8": 21627, "lines": 624, "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\":\"019e4112-f378-7fb1-9abb-d36b0b0a5fe3\"}\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": "2026-05-19T16:30:29.174187+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": 3487.74, "started_at": "2026-05-19T16:30:25.685199+00:00", "ended_at": "2026-05-19T16:30:29.173068+00:00", "prompt_metrics": {"chars": 21627, "bytes_utf8": 21627, "lines": 624, "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\":\"019e4113-051a-7721-a7e6-b15ab94713d5\"}\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_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4d64bd2da95610225df8627a109baa660e843e52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:23.117631+00:00", + "ended_at": "2026-05-19T16:23:26.631881+00:00", + "elapsed_ms": 3514.2, + "returncode": 1, + "prompt_metrics": { + "chars": 21780, + "bytes_utf8": 21780, + "lines": 627, + "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_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..38d48acfc77986a869139990bf92bac08edf9a31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:27.634860+00:00", + "ended_at": "2026-05-19T16:23:30.907829+00:00", + "elapsed_ms": 3272.9, + "returncode": 1, + "prompt_metrics": { + "chars": 21780, + "bytes_utf8": 21780, + "lines": 627, + "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_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c73024b3f7cd394a65cd8f45eb77ede41ca50028 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,627 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=is_esc, condition_col=gear_box.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "is_esc", + "condition_col": "gear_box", + "condition_value": "5", + "positive_value": "5", + "negative_value": "6", + "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": 1493.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c73024b3f7cd394a65cd8f45eb77ede41ca50028 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,627 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=is_esc, condition_col=gear_box.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "is_esc", + "condition_col": "gear_box", + "condition_value": "5", + "positive_value": "5", + "negative_value": "6", + "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": 1493.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0edcd95c01e8072970ccddb91cf0bb8f845d8b4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-92a9-71f0-87a7-36ed65e4961c"} +{"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_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b5e589dd78e66d16dc5c63fea83c577fc2893a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-92a9-71f0-87a7-36ed65e4961c"} +{"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_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..108bdefaef778b3d6f05ccd31b1cf5de9b36898c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-a3fe-7be0-8ef6-c6e6e83d8ae5"} +{"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_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0c1f66bd2c893efbec15b4265adee894356a345 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-a3fe-7be0-8ef6-c6e6e83d8ae5"} +{"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_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8bdad838c875e988d76f337096482c205d87047b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:23:23.103115+00:00", + "ended_at": "2026-05-19T16:23:30.909070+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_52ceb9f152a0ffaa", + "problem_id": "v2p_m2_aba111959b1d0fad", + "dataset_id": "m2", + "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=is_esc, condition_col=gear_box.", + "bindings": { + "group_col": "is_esc", + "condition_col": "gear_box", + "condition_value": "5", + "positive_value": "5", + "negative_value": "6", + "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": 1493.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=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", + "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_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f2793a5b1bffe95b06ede8f2f402c325de3e7ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_52ceb9f152a0ffaa/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:26.633174+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": 3514.2, "started_at": "2026-05-19T16:23:23.117631+00:00", "ended_at": "2026-05-19T16:23:26.631881+00:00", "prompt_metrics": {"chars": 21780, "bytes_utf8": 21780, "lines": 627, "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\":\"019e410c-92a9-71f0-87a7-36ed65e4961c\"}\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": "2026-05-19T16:23:30.908927+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": 3272.9, "started_at": "2026-05-19T16:23:27.634860+00:00", "ended_at": "2026-05-19T16:23:30.907829+00:00", "prompt_metrics": {"chars": 21780, "bytes_utf8": 21780, "lines": 627, "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\":\"019e410c-a3fe-7be0-8ef6-c6e6e83d8ae5\"}\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_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9081be0fcd7c404e2f76a48d2be4b8c54ba235cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:30:37.229676+00:00", + "ended_at": "2026-05-19T16:30:45.243670+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_55ad298d9ca633d7", + "problem_id": "v2p_m2_ec663c07c57490b6", + "dataset_id": "m2", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_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 Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=airbags, measure_col=age_of_policyholder.", + "bindings": { + "group_col": "airbags", + "measure_col": "age_of_policyholder", + "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": 0.509615, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=137" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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", + "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_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..abdbb716dd8f5c65b502e29a840a7d9a2ca2c0a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:30:40.694622+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": 3449.24, "started_at": "2026-05-19T16:30:37.244234+00:00", "ended_at": "2026-05-19T16:30:40.693525+00:00", "prompt_metrics": {"chars": 21642, "bytes_utf8": 21642, "lines": 624, "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\":\"019e4113-3239-74f3-82c0-26e2e6cfb751\"}\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": "2026-05-19T16:30:45.243538+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": 3546.05, "started_at": "2026-05-19T16:30:41.696168+00:00", "ended_at": "2026-05-19T16:30:45.242283+00:00", "prompt_metrics": {"chars": 21642, "bytes_utf8": 21642, "lines": 624, "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\":\"019e4113-4377-7671-b9f6-c275bd249d1a\"}\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_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8b4631602a66192eea658b96ff3486b1aec1c260 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:37.207337+00:00", + "ended_at": "2026-05-19T16:24:40.467538+00:00", + "elapsed_ms": 3260.15, + "returncode": 1, + "prompt_metrics": { + "chars": 21830, + "bytes_utf8": 21830, + "lines": 627, + "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_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2b2fcf18a2153ec840bbe3358ae30ecc20560740 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:41.470290+00:00", + "ended_at": "2026-05-19T16:24:44.991588+00:00", + "elapsed_ms": 3521.25, + "returncode": 1, + "prompt_metrics": { + "chars": 21830, + "bytes_utf8": 21830, + "lines": 627, + "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_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f417807cbb84e98b0f323a98a82bf8999f8e6f94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,627 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=is_parking_camera, condition_col=is_rear_window_washer.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "is_parking_camera", + "condition_col": "is_rear_window_washer", + "condition_value": "Yes", + "positive_value": "No", + "negative_value": "Yes", + "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": 3995.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f417807cbb84e98b0f323a98a82bf8999f8e6f94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,627 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=is_parking_camera, condition_col=is_rear_window_washer.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "is_parking_camera", + "condition_col": "is_rear_window_washer", + "condition_value": "Yes", + "positive_value": "No", + "negative_value": "Yes", + "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": 3995.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3acace0698a0bb9fea939ea81c73b1609777fd74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-b3bb-73e3-ad3e-f01cbaf0f455"} +{"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_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f26638c402b35b4a988f12cefb041a8be211294 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-b3bb-73e3-ad3e-f01cbaf0f455"} +{"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_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b153127666b1db5357d7aa846d4b3d58e12db032 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-c491-78e2-8983-66ede9544087"} +{"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_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..79bbfea0ca2f14c794915ef51c5ca89484be003b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-c491-78e2-8983-66ede9544087"} +{"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_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fac5dea5a7ece00b0860ff29ad9d1aaceda12677 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:24:37.193215+00:00", + "ended_at": "2026-05-19T16:24:44.992661+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_55d1f833ccbd5713", + "problem_id": "v2p_m2_69ca8c11eeb5b1a7", + "dataset_id": "m2", + "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=is_parking_camera, condition_col=is_rear_window_washer.", + "bindings": { + "group_col": "is_parking_camera", + "condition_col": "is_rear_window_washer", + "condition_value": "Yes", + "positive_value": "No", + "negative_value": "Yes", + "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": 3995.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=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", + "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_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6fc837a15df9316b7eedda4d60453f188ac0fc89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55d1f833ccbd5713/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:40.468636+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": 3260.15, "started_at": "2026-05-19T16:24:37.207337+00:00", "ended_at": "2026-05-19T16:24:40.467538+00:00", "prompt_metrics": {"chars": 21830, "bytes_utf8": 21830, "lines": 627, "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\":\"019e410d-b3bb-73e3-ad3e-f01cbaf0f455\"}\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": "2026-05-19T16:24:44.992563+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": 3521.25, "started_at": "2026-05-19T16:24:41.470290+00:00", "ended_at": "2026-05-19T16:24:44.991588+00:00", "prompt_metrics": {"chars": 21830, "bytes_utf8": 21830, "lines": 627, "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\":\"019e410d-c491-78e2-8983-66ede9544087\"}\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_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0a1d972e4d57aaad3a5705ebdb140f3c9bdf4793 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:07:28.121585+00:00", + "ended_at": "2026-05-19T16:07:35.236520+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_56a2a0d7d02ba3cd", + "problem_id": "v2p_m2_9a1c285c506c8b83", + "dataset_id": "m2", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=area_cluster, measure_col=age_of_policyholder.", + "bindings": { + "group_col": "area_cluster", + "measure_col": "age_of_policyholder", + "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": 0.548077, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=2" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd54b1ae34d31ca3cf57630a58ae13cea355c4ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:31.427306+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": 3294.52, "started_at": "2026-05-19T16:07:28.131748+00:00", "ended_at": "2026-05-19T16:07:31.426299+00:00", "prompt_metrics": {"chars": 21566, "bytes_utf8": 21566, "lines": 624, "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\":\"019e40fd-ff7c-75e1-8baa-e00f0781e824\"}\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": "2026-05-19T16:07:35.236437+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": 2806.88, "started_at": "2026-05-19T16:07:32.428812+00:00", "ended_at": "2026-05-19T16:07:35.235725+00:00", "prompt_metrics": {"chars": 21566, "bytes_utf8": 21566, "lines": 624, "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\":\"019e40fe-1041-7921-a7b7-fc3bc709688d\"}\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_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..15dfffca3e56b24df132acd79fda5082106b48c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:23:39.158790+00:00", + "ended_at": "2026-05-19T16:23:49.281973+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_5735ae4c5e8d5b17", + "problem_id": "v2p_m2_515adb5b92430e0e", + "dataset_id": "m2", + "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=is_adjustable_steering, condition_col=steering_type.", + "bindings": { + "group_col": "is_adjustable_steering", + "condition_col": "steering_type", + "condition_value": "Power", + "positive_value": "Power", + "negative_value": "Electric", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=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", + "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_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae268fbdde749f4f2c1280b5b405970f1ba8c569 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:44.673133+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": 5498.02, "started_at": "2026-05-19T16:23:39.174140+00:00", "ended_at": "2026-05-19T16:23:44.672196+00:00", "prompt_metrics": {"chars": 21820, "bytes_utf8": 21820, "lines": 627, "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\":\"019e410c-d162-70b3-90f9-a2b50fa3acfb\"}\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": "2026-05-19T16:23:49.281869+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": 3605.36, "started_at": "2026-05-19T16:23:45.675359+00:00", "ended_at": "2026-05-19T16:23:49.280789+00:00", "prompt_metrics": {"chars": 21820, "bytes_utf8": 21820, "lines": 627, "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\":\"019e410c-ea98-7c42-a2a0-a9b82a252653\"}\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_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a7696f1e803525a5c12b92919046b5c1632ac4b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:20:59.482167+00:00", + "ended_at": "2026-05-19T16:21:24.686286+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_5c93869e9b4eb7e8", + "problem_id": "v2p_m2_fb738b799d4436d7", + "dataset_id": "m2", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "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 Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=population_density, measure_col=height.", + "bindings": { + "group_col": "population_density", + "measure_col": "height", + "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": 1530.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=87" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a2ef0ede21c2c4248551105f8771011e520f1022 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:02.307758+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": 2815.72, "started_at": "2026-05-19T16:20:59.491324+00:00", "ended_at": "2026-05-19T16:21:02.307076+00:00", "prompt_metrics": {"chars": 21731, "bytes_utf8": 21731, "lines": 624, "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\":\"019e410a-60fd-77e1-b9c6-04e7eba84baa\"}\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": "2026-05-19T16:21:24.686179+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": 21375.34, "started_at": "2026-05-19T16:21:03.309912+00:00", "ended_at": "2026-05-19T16:21:24.685303+00:00", "prompt_metrics": {"chars": 21731, "bytes_utf8": 21731, "lines": 624, "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\":\"019e410a-6fbc-7721-8db6-ac423b3f4b1f\"}\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_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e48126f36b187c9d7537124ba3adcc1679aedeb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:17:41.805310+00:00", + "ended_at": "2026-05-19T16:17:50.069629+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_5ef3dff3c7a32af8", + "problem_id": "v2p_m2_c2cfe61b60487269", + "dataset_id": "m2", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "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": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=is_brake_assist, measure_col=ncap_rating.", + "bindings": { + "group_col": "is_brake_assist", + "measure_col": "ncap_rating", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=74" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b89bc78e1d309076274c2f57bc7c204bea96f17d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:45.352527+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": 3531.93, "started_at": "2026-05-19T16:17:41.819449+00:00", "ended_at": "2026-05-19T16:17:45.351425+00:00", "prompt_metrics": {"chars": 22108, "bytes_utf8": 22108, "lines": 624, "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\":\"019e4107-5d3e-7171-b3e6-46bc3273d08b\"}\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": "2026-05-19T16:17:50.069500+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": 3713.98, "started_at": "2026-05-19T16:17:46.354230+00:00", "ended_at": "2026-05-19T16:17:50.068259+00:00", "prompt_metrics": {"chars": 22108, "bytes_utf8": 22108, "lines": 624, "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\":\"019e4107-6f06-7760-a408-645d25dda375\"}\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_f/m2/artifacts/v2q_m2_604c893c2ef20541/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09b78ad92434b19a19392c559632d53fbed8cea0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:27:27.089395+00:00", + "ended_at": "2026-05-19T16:27:34.739407+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_604c893c2ef20541", + "problem_id": "v2p_m2_2945cc9be4379ba3", + "dataset_id": "m2", + "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": "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_mass_similarity with semantic role rare_extreme_view. Focus on group_col=is_day_night_rear_view_mirror.", + "bindings": { + "group_col": "is_day_night_rear_view_mirror", + "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": 0.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=121" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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", + "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_f/m2/artifacts/v2q_m2_604c893c2ef20541/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d5c40314d3d4370612564d805744228acf41ac5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:30.233673+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": 3129.19, "started_at": "2026-05-19T16:27:27.103382+00:00", "ended_at": "2026-05-19T16:27:30.232629+00:00", "prompt_metrics": {"chars": 21565, "bytes_utf8": 21565, "lines": 622, "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\":\"019e4110-4b72-70c2-b26d-a1b8fdc75cab\"}\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": "2026-05-19T16:27:34.739307+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": 3502.47, "started_at": "2026-05-19T16:27:31.235795+00:00", "ended_at": "2026-05-19T16:27:34.738331+00:00", "prompt_metrics": {"chars": 21565, "bytes_utf8": 21565, "lines": 622, "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\":\"019e4110-5b7e-7712-b8b9-d3c27a23d00f\"}\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_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..757f73af4a58f6fec31bf39bc3547570905b4e07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:24:28.977335+00:00", + "ended_at": "2026-05-19T16:24:37.192720+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_63c8fcd8f89dda97", + "problem_id": "v2p_m2_ac57eb4dbef0f646", + "dataset_id": "m2", + "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=is_parking_camera, condition_col=is_rear_window_washer.", + "bindings": { + "group_col": "is_parking_camera", + "condition_col": "is_rear_window_washer", + "condition_value": "No", + "positive_value": "No", + "negative_value": "Yes", + "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": 3995.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=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", + "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_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e3044b930b464a3776b4b3ce2f41ff8c6cc235b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:31.911074+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": 2915.51, "started_at": "2026-05-19T16:24:28.994389+00:00", "ended_at": "2026-05-19T16:24:31.909962+00:00", "prompt_metrics": {"chars": 21832, "bytes_utf8": 21832, "lines": 627, "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\":\"019e410d-93c1-7933-aee2-2f7f4f1825df\"}\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": "2026-05-19T16:24:37.192611+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": 4278.19, "started_at": "2026-05-19T16:24:32.913234+00:00", "ended_at": "2026-05-19T16:24:37.191497+00:00", "prompt_metrics": {"chars": 21832, "bytes_utf8": 21832, "lines": 627, "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\":\"019e410d-a323-7c12-8556-f47c59a242d8\"}\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_f/m2/artifacts/v2q_m2_64744650f776e1a3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..11474ed7af3133e0a792d8420e131683f0f52a60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:13:30.209921+00:00", + "ended_at": "2026-05-19T16:13:37.508194+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_64744650f776e1a3", + "problem_id": "v2p_m2_db892cc52ef16e40", + "dataset_id": "m2", + "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=is_ecw, condition_col=cylinder.", + "bindings": { + "group_col": "is_ecw", + "condition_col": "cylinder", + "condition_value": "4", + "positive_value": "4", + "negative_value": "3", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=3", + "sql_variant_index=1/1", + "binding_index=38" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "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", + "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_f/m2/artifacts/v2q_m2_64744650f776e1a3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aeb2141baf5292f35924df116189742259778d86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:33.254286+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": 3035.18, "started_at": "2026-05-19T16:13:30.218293+00:00", "ended_at": "2026-05-19T16:13:33.253499+00:00", "prompt_metrics": {"chars": 22333, "bytes_utf8": 22333, "lines": 627, "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\":\"019e4103-85da-70f3-967a-3ad5247623e1\"}\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": "2026-05-19T16:13:37.508100+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": 3250.68, "started_at": "2026-05-19T16:13:34.256570+00:00", "ended_at": "2026-05-19T16:13:37.507294+00:00", "prompt_metrics": {"chars": 22333, "bytes_utf8": 22333, "lines": 627, "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\":\"019e4103-95b6-7c03-a0bf-4edf789e89f3\"}\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_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..92cef439c53d030f26efad2445fb7c2e504c6bea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:13.055345+00:00", + "ended_at": "2026-05-19T16:10:16.213336+00:00", + "elapsed_ms": 3157.96, + "returncode": 1, + "prompt_metrics": { + "chars": 21453, + "bytes_utf8": 21453, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5d69c86e7b90961b75bc4fe32ab576b88f082933 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:17.215750+00:00", + "ended_at": "2026-05-19T16:10:21.366627+00:00", + "elapsed_ms": 4150.84, + "returncode": 1, + "prompt_metrics": { + "chars": 21453, + "bytes_utf8": 21453, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..491a712d1883418daf612479e99d17d1c80d09fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=displacement.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "displacement", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..491a712d1883418daf612479e99d17d1c80d09fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=displacement.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "displacement", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..99c90149af3cf1a73f09294bfc0eb9ae3530ed60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-83cf-7363-9825-7177091c9d42"} +{"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_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b59017f1e3c5832c01399ec90aa48f9538e8d976 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-83cf-7363-9825-7177091c9d42"} +{"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_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf296fa3ae112ec0faea54895d2e6a26bc2d1ac6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-93f9-7c63-8593-62ad02c23ee3"} +{"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_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f927ca9a7bb6febc51c6dc0554fb9c9158b3a3d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-93f9-7c63-8593-62ad02c23ee3"} +{"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_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..19ffdad02901f4cbe73aa009eecdf14f38a882db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:10:13.045174+00:00", + "ended_at": "2026-05-19T16:10:21.367512+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_65509b793b699c3b", + "problem_id": "v2p_m2_5d52b8af5bd08869", + "dataset_id": "m2", + "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=displacement.", + "bindings": { + "group_col": "displacement", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=7", + "sql_variant_index=1/1", + "binding_index=18" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "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", + "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_f/m2/artifacts/v2q_m2_65509b793b699c3b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..11b9857ebae181d290d328fde9df083a729f5117 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65509b793b699c3b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:16.214289+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": 3157.96, "started_at": "2026-05-19T16:10:13.055345+00:00", "ended_at": "2026-05-19T16:10:16.213336+00:00", "prompt_metrics": {"chars": 21453, "bytes_utf8": 21453, "lines": 622, "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\":\"019e4100-83cf-7363-9825-7177091c9d42\"}\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": "2026-05-19T16:10:21.367421+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": 4150.84, "started_at": "2026-05-19T16:10:17.215750+00:00", "ended_at": "2026-05-19T16:10:21.366627+00:00", "prompt_metrics": {"chars": 21453, "bytes_utf8": 21453, "lines": 622, "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\":\"019e4100-93f9-7c63-8593-62ad02c23ee3\"}\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_f/m2/artifacts/v2q_m2_65fec75ff33de29f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cf3e430fb066ebac6727e59a58e4100420d9a154 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:19:31.779672+00:00", + "ended_at": "2026-05-19T16:19:43.941430+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_65fec75ff33de29f", + "problem_id": "v2p_m2_0948234085d0c6c5", + "dataset_id": "m2", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "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": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=is_speed_alert, measure_col=displacement.", + "bindings": { + "group_col": "is_speed_alert", + "measure_col": "displacement", + "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": 1493.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=81" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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", + "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_f/m2/artifacts/v2q_m2_65fec75ff33de29f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d03565ff55eddcd1820ece6fb1f507dc70fe3f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:35.060334+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": 3271.61, "started_at": "2026-05-19T16:19:31.787907+00:00", "ended_at": "2026-05-19T16:19:35.059547+00:00", "prompt_metrics": {"chars": 22109, "bytes_utf8": 22109, "lines": 624, "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\":\"019e4109-0a5f-7f20-b3c0-84bc6fd863a5\"}\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": "2026-05-19T16:19:43.941337+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": 7878.9, "started_at": "2026-05-19T16:19:36.061609+00:00", "ended_at": "2026-05-19T16:19:43.940551+00:00", "prompt_metrics": {"chars": 22109, "bytes_utf8": 22109, "lines": 624, "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\":\"019e4109-1af1-7e82-bd2e-b889f5ad19f5\"}\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_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f0effa2ff6828333b19c2f72d84b5ac18056eb08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 21577, "bytes_utf8": 21577, "lines": 624, "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": 21577, "bytes_utf8": 21577, "lines": 624, "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": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 18347, "cached_input_tokens": 12032, "output_tokens": 248, "reasoning_output_tokens": 152}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..60f0b0632c7512f27cdb0233b486807f7c4c9168 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/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": "m2", + "model": "v2-cli:codex", + "run_id": "v2q_m2_664587e985bd74eb", + "api_calls": 0, + "input_tokens": 18347, + "cached_input_tokens": 12032, + "output_tokens": 248, + "total_tokens": 18595, + "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": 11493.64, + "sql_execution_elapsed_ms_total": 29.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a37411dce1497a77fa526ffc27091ca0bd534f16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:51.099741+00:00", + "ended_at": "2026-05-19T16:07:54.626695+00:00", + "elapsed_ms": 3526.92, + "returncode": 1, + "prompt_metrics": { + "chars": 21577, + "bytes_utf8": 21577, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1f9e0265b09815f9e10575d6690ef5f928ac7346 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/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": "2026-05-19T16:07:55.628717+00:00", + "ended_at": "2026-05-19T16:08:03.595471+00:00", + "elapsed_ms": 7966.72, + "prompt_metrics": { + "chars": 21577, + "bytes_utf8": 21577, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 754, + "bytes_utf8": 754, + "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": 404, + "bytes_utf8": 404, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 18347, + "cached_input_tokens": 12032, + "output_tokens": 248, + "reasoning_output_tokens": 152 + } + }, + "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_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5a9bee8eeffaa6c1acf844794da680142ae4ac5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=population_density, measure_col=population_density.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "population_density", + "measure_col": "population_density", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5a9bee8eeffaa6c1acf844794da680142ae4ac5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=population_density, measure_col=population_density.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "population_density", + "measure_col": "population_density", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..43748a428ef3e478000924e2b8612a71e5812ff5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-5960-7450-9b1c-545c008103ab"} +{"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_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..640b9758a330ed4c05f7c91cf941a0f0ec907b72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-5960-7450-9b1c-545c008103ab"} +{"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_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..981c20d65d40e9cb00c76fd5a979ae74534ce560 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-6af7-7083-b914-940dd9a266e5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"population_density\\\", SUM(CAST(\\\"population_density\\\" AS REAL)) AS total_measure\\nFROM \\\"m2\\\"\\nGROUP BY \\\"population_density\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped numeric sum template with both group and measure bound to \\\"population_density\\\". CAST to REAL is needed because the SQLite schema stores this column as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":18347,"cached_input_tokens":12032,"output_tokens":248,"reasoning_output_tokens":152}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b33171b1a08ef22765a0503cd4e09c25d2e790d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"population_density\", SUM(CAST(\"population_density\" AS REAL)) AS total_measure\nFROM \"m2\"\nGROUP BY \"population_density\"\nORDER BY total_measure DESC;","notes":"Used the planned grouped numeric sum template with both group and measure bound to \"population_density\". CAST to REAL is needed because the SQLite schema stores this column as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e7f6f5a7d12191d7e28652af9e9d76c424868ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=population_density, measure_col=population_density. +Result preview: [{"population_density": "34738", "total_measure": 242436502.0}, {"population_density": "73430", "total_measure": 231671650.0}, {"population_density": "27003", "total_measure": 198256026.0}, {"population_density": "8794", "total_measure": 120073276.0}, {"population_density": "34791", "total_measure": 55282899.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed425bea0d9379d3f97dc0430a87ba587f1075de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m2_664587e985bd74eb +-- problem_id: v2p_m2_d6b4cbfde7084cf5 +-- realization_mode: agent +-- source_kind: agent +SELECT "population_density", SUM(CAST("population_density" AS REAL)) AS total_measure +FROM "m2" +GROUP BY "population_density" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..83d92ae59c9cfdd81b9e23951963561e15b48d44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/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_h2o_group_sum\nSELECT \"population_density\", SUM(CAST(\"population_density\" AS REAL)) AS total_measure\nFROM \"m2\"\nGROUP BY \"population_density\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"population_density\\\", SUM(CAST(\\\"population_density\\\" AS REAL)) AS total_measure\\nFROM \\\"m2\\\"\\nGROUP BY \\\"population_density\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"population_density\", \"total_measure\"], \"rows\": [{\"population_density\": \"34738\", \"total_measure\": 242436502.0}, {\"population_density\": \"73430\", \"total_measure\": 231671650.0}, {\"population_density\": \"27003\", \"total_measure\": 198256026.0}, {\"population_density\": \"8794\", \"total_measure\": 120073276.0}, {\"population_density\": \"34791\", \"total_measure\": 55282899.0}, {\"population_density\": \"17804\", \"total_measure\": 48676136.0}, {\"population_density\": \"65567\", \"total_measure\": 32258964.0}, {\"population_density\": \"7788\", \"total_measure\": 28504080.0}, {\"population_density\": \"27742\", \"total_measure\": 26410384.0}, {\"population_density\": \"4076\", \"total_measure\": 24867676.0}, {\"population_density\": \"5410\", \"total_measure\": 18518430.0}, {\"population_density\": \"21622\", \"total_measure\": 14378630.0}, {\"population_density\": \"6112\", \"total_measure\": 13244704.0}, {\"population_density\": \"13051\", \"total_measure\": 11615390.0}, {\"population_density\": \"35036\", \"total_measure\": 8478712.0}, {\"population_density\": \"6108\", \"total_measure\": 7402896.0}, {\"population_density\": \"4990\", \"total_measure\": 7325320.0}, {\"population_density\": \"16206\", \"total_measure\": 6498606.0}, {\"population_density\": \"16733\", \"total_measure\": 3463731.0}, {\"population_density\": \"20905\", \"total_measure\": 2278645.0}, {\"population_density\": \"3264\", \"total_measure\": 1237056.0}, {\"population_density\": \"290\", \"total_measure\": 223590.0}], \"row_count_returned\": 22, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.66}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f4f852131c5c64b7be78ca1d64c8eef071f5f2e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:07:51.091381+00:00", + "ended_at": "2026-05-19T16:08:03.627512+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_664587e985bd74eb", + "problem_id": "v2p_m2_d6b4cbfde7084cf5", + "dataset_id": "m2", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=population_density, measure_col=population_density.", + "bindings": { + "group_col": "population_density", + "measure_col": "population_density", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=3" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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_f/m2/sql/v2q_m2_664587e985bd74eb.sql", + "usage_summary": { + "dataset_id": "m2", + "model": "v2-cli:codex", + "run_id": "v2q_m2_664587e985bd74eb", + "api_calls": 0, + "input_tokens": 18347, + "cached_input_tokens": 12032, + "output_tokens": 248, + "total_tokens": 18595, + "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": 11493.64, + "sql_execution_elapsed_ms_total": 29.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e8b5f708062d3135085047443b1aa933788b68f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:54.627611+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": 3526.92, "started_at": "2026-05-19T16:07:51.099741+00:00", "ended_at": "2026-05-19T16:07:54.626695+00:00", "prompt_metrics": {"chars": 21577, "bytes_utf8": 21577, "lines": 624, "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\":\"019e40fe-5960-7450-9b1c-545c008103ab\"}\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": "2026-05-19T16:08:03.596279+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": 7966.72, "started_at": "2026-05-19T16:07:55.628717+00:00", "ended_at": "2026-05-19T16:08:03.595471+00:00", "prompt_metrics": {"chars": 21577, "bytes_utf8": 21577, "lines": 624, "estimated_tokens": null}, "response_metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 18347, "cached_input_tokens": 12032, "output_tokens": 248, "reasoning_output_tokens": 152}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"population_density\\\", SUM(CAST(\\\"population_density\\\" AS REAL)) AS total_measure\\nFROM \\\"m2\\\"\\nGROUP BY \\\"population_density\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped numeric sum template with both group and measure bound to \\\"population_density\\\". CAST to REAL is needed because the SQLite schema stores this column as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..73c958f06be5364b1086068ab81caa869dea8527 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m2", + "model": "v2-cli:codex", + "run_id": "v2q_m2_664587e985bd74eb", + "api_calls": 0, + "input_tokens": 18347, + "cached_input_tokens": 12032, + "output_tokens": 248, + "total_tokens": 18595, + "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": 11493.64, + "sql_execution_elapsed_ms_total": 29.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_664587e985bd74eb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d86ef0ec6c44654c3dc3e9d33f244ee28a5f7512 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:21.375665+00:00", + "ended_at": "2026-05-19T16:10:24.606842+00:00", + "elapsed_ms": 3231.15, + "returncode": 1, + "prompt_metrics": { + "chars": 21440, + "bytes_utf8": 21440, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..477b901af2a1f3da9ecbb62009c73fbaa5fc6b24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:10:25.609535+00:00", + "ended_at": "2026-05-19T16:10:28.605306+00:00", + "elapsed_ms": 2995.73, + "returncode": 1, + "prompt_metrics": { + "chars": 21440, + "bytes_utf8": 21440, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0181d49552dee167bda57df3b01326883da3e55b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=cylinder.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "cylinder", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0181d49552dee167bda57df3b01326883da3e55b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=cylinder.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "cylinder", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c498ed200cb2a34471e21788726db959ae55fe81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-a434-7dc2-9beb-debece700cc5"} +{"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_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..854ff9744b1cf37628b14e81b6a897795135098e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-a434-7dc2-9beb-debece700cc5"} +{"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_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2026ec34ab95a909f4261871f93bc24809a830f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-b4e8-74f0-a9d2-872dff5a87e0"} +{"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_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8604e2e0f8003091630077df26757754897ad718 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-b4e8-74f0-a9d2-872dff5a87e0"} +{"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_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..282e03132abd21e1ae37a7058ec355e1b03a3c95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:10:21.368056+00:00", + "ended_at": "2026-05-19T16:10:28.606244+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_6bcf60c896593891", + "problem_id": "v2p_m2_efe1c3afa7d80e29", + "dataset_id": "m2", + "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=cylinder.", + "bindings": { + "group_col": "cylinder", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=8", + "sql_variant_index=1/1", + "binding_index=19" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "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", + "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_f/m2/artifacts/v2q_m2_6bcf60c896593891/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6f7846e29c86a57f43cdc5a3915795df80d3db5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6bcf60c896593891/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:24.607595+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": 3231.15, "started_at": "2026-05-19T16:10:21.375665+00:00", "ended_at": "2026-05-19T16:10:24.606842+00:00", "prompt_metrics": {"chars": 21440, "bytes_utf8": 21440, "lines": 622, "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\":\"019e4100-a434-7dc2-9beb-debece700cc5\"}\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": "2026-05-19T16:10:28.606152+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": 2995.73, "started_at": "2026-05-19T16:10:25.609535+00:00", "ended_at": "2026-05-19T16:10:28.605306+00:00", "prompt_metrics": {"chars": 21440, "bytes_utf8": 21440, "lines": 622, "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\":\"019e4100-b4e8-74f0-a9d2-872dff5a87e0\"}\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_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b7fc505f428a81933466cc7b7c49576d75c1d3c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:10:59.606899+00:00", + "ended_at": "2026-05-19T16:11:07.600908+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_6be0c5c3dd40f44a", + "problem_id": "v2p_m2_ad02229ba32db1a9", + "dataset_id": "m2", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "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 Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=height, measure_col=width.", + "bindings": { + "group_col": "height", + "measure_col": "width", + "item_col": "age_of_policyholder", + "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": 1755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53f3c4b392d7420a6922e53f4623ed0a5e5da211 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:02.787358+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": 3170.94, "started_at": "2026-05-19T16:10:59.615613+00:00", "ended_at": "2026-05-19T16:11:02.786584+00:00", "prompt_metrics": {"chars": 21945, "bytes_utf8": 21945, "lines": 626, "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\":\"019e4101-399f-7793-b489-3486cc44a0e0\"}\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": "2026-05-19T16:11:07.600818+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": 3809.85, "started_at": "2026-05-19T16:11:03.790099+00:00", "ended_at": "2026-05-19T16:11:07.600032+00:00", "prompt_metrics": {"chars": 21945, "bytes_utf8": 21945, "lines": 626, "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\":\"019e4101-49e2-7202-aa5e-22bc6e31e020\"}\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_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..54496f3dbb39c710bff796c84f9fa53875eb8159 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=max_torque, measure_col=gear_box. +Result preview: [{"max_torque": "113Nm@4400rpm", "total_measure": 88980.0}, {"max_torque": "250Nm@2750rpm", "total_measure": 84108.0}, {"max_torque": "60Nm@3500rpm", "total_measure": 74740.0}, {"max_torque": "82.1Nm@3400rpm", "total_measure": 20865.0}, {"max_torque": "91Nm@4250rpm", "total_measure": 11865.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5d8ee9dd9e54fc8bf086aec8384fc3ca51467579 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m2_6cf17ed565d4c2d2 +-- problem_id: v2p_m2_67e04e282354a4dc +-- realization_mode: agent +-- source_kind: agent +SELECT "max_torque", SUM(CAST("gear_box" AS REAL)) AS "total_measure" +FROM "m2" +GROUP BY "max_torque" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f35270c26aebcff52a09e1005dbd675619053d66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/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_h2o_group_sum\nSELECT \"max_torque\", SUM(CAST(\"gear_box\" AS REAL)) AS \"total_measure\"\nFROM \"m2\"\nGROUP BY \"max_torque\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"max_torque\\\", SUM(CAST(\\\"gear_box\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"m2\\\"\\nGROUP BY \\\"max_torque\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"max_torque\", \"total_measure\"], \"rows\": [{\"max_torque\": \"113Nm@4400rpm\", \"total_measure\": 88980.0}, {\"max_torque\": \"250Nm@2750rpm\", \"total_measure\": 84108.0}, {\"max_torque\": \"60Nm@3500rpm\", \"total_measure\": 74740.0}, {\"max_torque\": \"82.1Nm@3400rpm\", \"total_measure\": 20865.0}, {\"max_torque\": \"91Nm@4250rpm\", \"total_measure\": 11865.0}, {\"max_torque\": \"200Nm@1750rpm\", \"total_measure\": 10570.0}, {\"max_torque\": \"200Nm@3000rpm\", \"total_measure\": 7990.0}, {\"max_torque\": \"85Nm@3000rpm\", \"total_measure\": 6045.0}, {\"max_torque\": \"170Nm@4000rpm\", \"total_measure\": 2178.0}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.8}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d394579394340db31af3d273440b2e52f4015ddd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:09:04.344091+00:00", + "ended_at": "2026-05-19T16:09:18.359020+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_6cf17ed565d4c2d2", + "problem_id": "v2p_m2_67e04e282354a4dc", + "dataset_id": "m2", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=max_torque, measure_col=gear_box.", + "bindings": { + "group_col": "max_torque", + "measure_col": "gear_box", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "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=8" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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_f/m2/sql/v2q_m2_6cf17ed565d4c2d2.sql", + "usage_summary": { + "dataset_id": "m2", + "model": "v2-cli:codex", + "run_id": "v2q_m2_6cf17ed565d4c2d2", + "api_calls": 0, + "input_tokens": 18347, + "cached_input_tokens": 12032, + "output_tokens": 433, + "total_tokens": 18780, + "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": 12961.41, + "sql_execution_elapsed_ms_total": 38.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bafc135950a392babf280a426c0a60605fbb4cad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:07.538665+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": 3185.11, "started_at": "2026-05-19T16:09:04.352716+00:00", "ended_at": "2026-05-19T16:09:07.537851+00:00", "prompt_metrics": {"chars": 21535, "bytes_utf8": 21535, "lines": 624, "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\":\"019e40ff-775d-7753-b80f-5093ca4b21df\"}\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": "2026-05-19T16:09:18.318372+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": 9776.3, "started_at": "2026-05-19T16:09:08.541019+00:00", "ended_at": "2026-05-19T16:09:18.317365+00:00", "prompt_metrics": {"chars": 21535, "bytes_utf8": 21535, "lines": 624, "estimated_tokens": null}, "response_metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 18347, "cached_input_tokens": 12032, "output_tokens": 433, "reasoning_output_tokens": 324}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"max_torque\\\", SUM(CAST(\\\"gear_box\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"m2\\\"\\nGROUP BY \\\"max_torque\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col=\\\"max_torque\\\" and measure_col=\\\"gear_box\\\". CAST was added because \\\"gear_box\\\" is stored as TEXT in the SQLite schema.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2f224d5b3a0db2283366a8a5afe5250f31739d87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m2", + "model": "v2-cli:codex", + "run_id": "v2q_m2_6cf17ed565d4c2d2", + "api_calls": 0, + "input_tokens": 18347, + "cached_input_tokens": 12032, + "output_tokens": 433, + "total_tokens": 18780, + "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": 12961.41, + "sql_execution_elapsed_ms_total": 38.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2cf13b0e1168fdcfc5f485ee7170593cfe1558f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:17:05.518635+00:00", + "ended_at": "2026-05-19T16:17:13.252290+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_6d418c1ee7700d9a", + "problem_id": "v2p_m2_83f62ac067923be0", + "dataset_id": "m2", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "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": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=is_rear_window_washer, measure_col=height.", + "bindings": { + "group_col": "is_rear_window_washer", + "measure_col": "height", + "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": 1530.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "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", + "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_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf4a6dbb12f955e15de2941ab4460a254cfcec29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:08.723360+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": 3189.62, "started_at": "2026-05-19T16:17:05.532517+00:00", "ended_at": "2026-05-19T16:17:08.722185+00:00", "prompt_metrics": {"chars": 22113, "bytes_utf8": 22113, "lines": 624, "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\":\"019e4106-cf74-7a43-88e0-574b0963bf31\"}\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": "2026-05-19T16:17:13.252174+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": 3525.18, "started_at": "2026-05-19T16:17:09.725716+00:00", "ended_at": "2026-05-19T16:17:13.250958+00:00", "prompt_metrics": {"chars": 22113, "bytes_utf8": 22113, "lines": 624, "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\":\"019e4106-e022-7de3-b9e9-84d786427b18\"}\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_f/m2/artifacts/v2q_m2_6dde921623f9a410/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8a421e7e4b592145207323088e7970bb7f2caa6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:15:37.145899+00:00", + "ended_at": "2026-05-19T16:15:44.311468+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_6dde921623f9a410", + "problem_id": "v2p_m2_6ddc31b652d1e433", + "dataset_id": "m2", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "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 Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=policy_tenure.", + "bindings": { + "measure_col": "policy_tenure", + "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": 1.039104, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=60" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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", + "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_f/m2/artifacts/v2q_m2_6dde921623f9a410/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c7156433458aab57125518c556ba34bd6558010 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:40.220219+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": 3064.8, "started_at": "2026-05-19T16:15:37.154494+00:00", "ended_at": "2026-05-19T16:15:40.219324+00:00", "prompt_metrics": {"chars": 21717, "bytes_utf8": 21717, "lines": 622, "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\":\"019e4105-75c5-7b23-9ef4-c0f2d2a6fa86\"}\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": "2026-05-19T16:15:44.311372+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": 3089.25, "started_at": "2026-05-19T16:15:41.221304+00:00", "ended_at": "2026-05-19T16:15:44.310586+00:00", "prompt_metrics": {"chars": 21717, "bytes_utf8": 21717, "lines": 622, "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\":\"019e4105-85a4-7a32-860a-a9e558c5aabc\"}\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_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aa04827ef25cd19baf4c4e67930d9603e1bc95a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:10:28.606632+00:00", + "ended_at": "2026-05-19T16:10:35.703221+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_6e3b0a1d7828e917", + "problem_id": "v2p_m2_d311571dd6533d99", + "dataset_id": "m2", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "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 Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=length, measure_col=turning_radius.", + "bindings": { + "group_col": "length", + "measure_col": "turning_radius", + "item_col": "policy_tenure", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "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", + "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_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f0462f5fdafaf4ec657d8bcf3bedd3c03c89c23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:31.539542+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": 2922.96, "started_at": "2026-05-19T16:10:28.615160+00:00", "ended_at": "2026-05-19T16:10:31.538155+00:00", "prompt_metrics": {"chars": 21954, "bytes_utf8": 21954, "lines": 626, "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\":\"019e4100-c089-7f92-bdc4-2ff1b42ed112\"}\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": "2026-05-19T16:10:35.703123+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": 3160.75, "started_at": "2026-05-19T16:10:32.541513+00:00", "ended_at": "2026-05-19T16:10:35.702310+00:00", "prompt_metrics": {"chars": 21954, "bytes_utf8": 21954, "lines": 626, "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\":\"019e4100-cfd5-7533-9442-4c122ff8935b\"}\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_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a385be815e7fe157f89b13332364f5593be43719 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:56.453824+00:00", + "ended_at": "2026-05-19T16:17:00.606519+00:00", + "elapsed_ms": 4152.64, + "returncode": 1, + "prompt_metrics": { + "chars": 22110, + "bytes_utf8": 22110, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..899859039d07717240cb23af9a8395e86df0ae9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:01.610513+00:00", + "ended_at": "2026-05-19T16:17:05.516955+00:00", + "elapsed_ms": 3906.37, + "returncode": 1, + "prompt_metrics": { + "chars": 22110, + "bytes_utf8": 22110, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..724abbe1a744c90510bd70a4d986dade80b2f669 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_rear_window_washer, measure_col=height.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "is_rear_window_washer", + "measure_col": "height", + "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": 1635.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..724abbe1a744c90510bd70a4d986dade80b2f669 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_rear_window_washer, measure_col=height.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "is_rear_window_washer", + "measure_col": "height", + "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": 1635.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..31af1553da06614bdbe8dc2d739f91080304e1b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-abef-7581-8460-285010a36f2d"} +{"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_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13d70995c5052a6cf11fe31562082955ece1eb4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-abef-7581-8460-285010a36f2d"} +{"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_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..43a5ee39e570d75eec573db43a5f9fdaabcb8aa4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-c009-7690-ba3e-b1f289a8b761"} +{"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_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7936bca867ac03bb72b7a2be31f1170d2dd2d21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-c009-7690-ba3e-b1f289a8b761"} +{"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_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..004559c8add58defde3f64ed6657dcd7c491fca6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:16:56.438743+00:00", + "ended_at": "2026-05-19T16:17:05.518124+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_6fa0541582578b1c", + "problem_id": "v2p_m2_b2728cd30b302689", + "dataset_id": "m2", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "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 Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_rear_window_washer, measure_col=height.", + "bindings": { + "group_col": "is_rear_window_washer", + "measure_col": "height", + "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": 1635.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "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", + "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_f/m2/artifacts/v2q_m2_6fa0541582578b1c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae3c2eb90b5dc79a988aea45916fdc8cb22cc661 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fa0541582578b1c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:00.607688+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": 4152.64, "started_at": "2026-05-19T16:16:56.453824+00:00", "ended_at": "2026-05-19T16:17:00.606519+00:00", "prompt_metrics": {"chars": 22110, "bytes_utf8": 22110, "lines": 624, "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\":\"019e4106-abef-7581-8460-285010a36f2d\"}\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": "2026-05-19T16:17:05.518015+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": 3906.37, "started_at": "2026-05-19T16:17:01.610513+00:00", "ended_at": "2026-05-19T16:17:05.516955+00:00", "prompt_metrics": {"chars": 22110, "bytes_utf8": 22110, "lines": 624, "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\":\"019e4106-c009-7690-ba3e-b1f289a8b761\"}\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_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b20382436359d1aeb9d8cb5a799b70bdaa6e1247 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:20:24.182701+00:00", + "ended_at": "2026-05-19T16:20:31.628019+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_6fce5dd839c240a1", + "problem_id": "v2p_m2_65201cc67ef80dfc", + "dataset_id": "m2", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "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 Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=age_of_policyholder, measure_col=length.", + "bindings": { + "group_col": "age_of_policyholder", + "measure_col": "length", + "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": 3990.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "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", + "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_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..392af9c9efacfd525acc40d961297dd01e622b62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:27.906800+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": 3714.86, "started_at": "2026-05-19T16:20:24.191205+00:00", "ended_at": "2026-05-19T16:20:27.906088+00:00", "prompt_metrics": {"chars": 21733, "bytes_utf8": 21733, "lines": 624, "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\":\"019e4109-d705-7c50-8f86-4a11d6bcfec5\"}\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": "2026-05-19T16:20:31.627916+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": 2719.23, "started_at": "2026-05-19T16:20:28.907902+00:00", "ended_at": "2026-05-19T16:20:31.627168+00:00", "prompt_metrics": {"chars": 21733, "bytes_utf8": 21733, "lines": 624, "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\":\"019e4109-e961-7470-8551-37b948aa5a55\"}\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_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f8a56c68736648381e2e66c4816f8bd3b2c0696 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:19:15.498361+00:00", + "ended_at": "2026-05-19T16:19:22.516088+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_7233c29bd65ab42f", + "problem_id": "v2p_m2_cd85a3772ad72a47", + "dataset_id": "m2", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "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 Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_ecw, measure_col=airbags.", + "bindings": { + "group_col": "is_ecw", + "measure_col": "airbags", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=80" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ab987568fdfb46a536537dec1f9d2616afad669 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:18.565524+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": 3057.4, "started_at": "2026-05-19T16:19:15.507205+00:00", "ended_at": "2026-05-19T16:19:18.564631+00:00", "prompt_metrics": {"chars": 22079, "bytes_utf8": 22079, "lines": 624, "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\":\"019e4108-cab4-7d30-b23e-a783a7074712\"}\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": "2026-05-19T16:19:22.515983+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": 2948.51, "started_at": "2026-05-19T16:19:19.566651+00:00", "ended_at": "2026-05-19T16:19:22.515199+00:00", "prompt_metrics": {"chars": 22079, "bytes_utf8": 22079, "lines": 624, "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\":\"019e4108-da7e-7cb1-bf10-f02c5dc93f0c\"}\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_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2c8eb664ad6d03b7517d55db39226ba20538e7af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:25:42.125580+00:00", + "ended_at": "2026-05-19T16:25:49.881724+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_72d2419ef3582ad7", + "problem_id": "v2p_m2_3bdef76ca572d04f", + "dataset_id": "m2", + "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=transmission_type, condition_col=is_central_locking.", + "bindings": { + "group_col": "transmission_type", + "condition_col": "is_central_locking", + "condition_value": "No", + "positive_value": "Yes", + "negative_value": "No", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=104" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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", + "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_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c94d8ec4c645502325b2043f8b58e104381138c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:45.451875+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": 3311.05, "started_at": "2026-05-19T16:25:42.139800+00:00", "ended_at": "2026-05-19T16:25:45.450896+00:00", "prompt_metrics": {"chars": 21820, "bytes_utf8": 21820, "lines": 627, "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\":\"019e410e-b17d-7ea2-a7fc-c9157b820c88\"}\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": "2026-05-19T16:25:49.881611+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": 3426.84, "started_at": "2026-05-19T16:25:46.453503+00:00", "ended_at": "2026-05-19T16:25:49.880402+00:00", "prompt_metrics": {"chars": 21820, "bytes_utf8": 21820, "lines": 627, "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\":\"019e410e-c236-7593-8a13-5636f4bffc76\"}\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_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d65fa02e4202b43b1091eee4aa32037e9eb25560 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:43.689520+00:00", + "ended_at": "2026-05-19T16:09:46.914152+00:00", + "elapsed_ms": 3224.6, + "returncode": 1, + "prompt_metrics": { + "chars": 21439, + "bytes_utf8": 21439, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9836136053d1a57e9a20819c0330745b288ac9a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:47.916704+00:00", + "ended_at": "2026-05-19T16:09:51.015152+00:00", + "elapsed_ms": 3098.41, + "returncode": 1, + "prompt_metrics": { + "chars": 21439, + "bytes_utf8": 21439, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4e47c3f7819d7aacd338ba9fe056f10a040c3d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=is_tpms.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "is_tpms", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4e47c3f7819d7aacd338ba9fe056f10a040c3d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=is_tpms.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "is_tpms", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e28b04c84614f335dc2e2e690f649888ae93148e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-111a-7260-ac58-04c22ab00c9b"} +{"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_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71d74618a662e2490d35b9c85aae70a1e7d6b24b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-111a-7260-ac58-04c22ab00c9b"} +{"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_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..805ec21e263d7ca3e96ef47f7bb44dd70e3ac0eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-2189-7210-99c2-32f3ad1ab705"} +{"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_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..803f156d1b4df9666d47741c488689f875a0028c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-2189-7210-99c2-32f3ad1ab705"} +{"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_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..052513590cd462831dd9716314510b878044037a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:09:43.680108+00:00", + "ended_at": "2026-05-19T16:09:51.016009+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_745e94f3a2a6e377", + "problem_id": "v2p_m2_7f64dabbbf622b5f", + "dataset_id": "m2", + "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=is_tpms.", + "bindings": { + "group_col": "is_tpms", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=3", + "sql_variant_index=1/1", + "binding_index=14" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "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", + "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_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4075af4d030fcc15a23262ea6598388ab277264b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_745e94f3a2a6e377/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:46.914883+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": 3224.6, "started_at": "2026-05-19T16:09:43.689520+00:00", "ended_at": "2026-05-19T16:09:46.914152+00:00", "prompt_metrics": {"chars": 21439, "bytes_utf8": 21439, "lines": 622, "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\":\"019e4100-111a-7260-ac58-04c22ab00c9b\"}\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": "2026-05-19T16:09:51.015902+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": 3098.41, "started_at": "2026-05-19T16:09:47.916704+00:00", "ended_at": "2026-05-19T16:09:51.015152+00:00", "prompt_metrics": {"chars": 21439, "bytes_utf8": 21439, "lines": 622, "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\":\"019e4100-2189-7210-99c2-32f3ad1ab705\"}\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_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ee7ad0182b599429000474432ed7abf88f40d832 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:25:49.882344+00:00", + "ended_at": "2026-05-19T16:25:57.473783+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_74e3c2534492f5f4", + "problem_id": "v2p_m2_55ebe14c27e0232a", + "dataset_id": "m2", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=population_density.", + "bindings": { + "measure_col": "population_density", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=108" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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", + "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_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac2c1088591a8f5791f50ef248bf35bb8888e062 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:53.396170+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": 3498.44, "started_at": "2026-05-19T16:25:49.896672+00:00", "ended_at": "2026-05-19T16:25:53.395158+00:00", "prompt_metrics": {"chars": 21492, "bytes_utf8": 21492, "lines": 622, "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\":\"019e410e-cfa9-7ef2-a5ef-aaa0616f3e17\"}\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": "2026-05-19T16:25:57.473673+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": 3074.59, "started_at": "2026-05-19T16:25:54.397536+00:00", "ended_at": "2026-05-19T16:25:57.472174+00:00", "prompt_metrics": {"chars": 21492, "bytes_utf8": 21492, "lines": 622, "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\":\"019e410e-e150-76e1-9f9a-3d907d8e2b97\"}\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_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d285c07223b1842c7a5f4afcb38bbc8ed826e685 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:25.455721+00:00", + "ended_at": "2026-05-19T16:25:29.377882+00:00", + "elapsed_ms": 3922.12, + "returncode": 1, + "prompt_metrics": { + "chars": 21803, + "bytes_utf8": 21803, + "lines": 627, + "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_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1f818d7d6fe38087f1882d2b26d305a63d617689 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:30.381240+00:00", + "ended_at": "2026-05-19T16:25:34.101551+00:00", + "elapsed_ms": 3720.25, + "returncode": 1, + "prompt_metrics": { + "chars": 21803, + "bytes_utf8": 21803, + "lines": 627, + "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_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cdf53d07462b21439a12ce3b8884d6a8115e47e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,627 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=cylinder, condition_col=is_power_door_locks.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "cylinder", + "condition_col": "is_power_door_locks", + "condition_value": "No", + "positive_value": "Yes", + "negative_value": "No", + "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": 1510.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cdf53d07462b21439a12ce3b8884d6a8115e47e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,627 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=cylinder, condition_col=is_power_door_locks.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "cylinder", + "condition_col": "is_power_door_locks", + "condition_value": "No", + "positive_value": "Yes", + "negative_value": "No", + "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": 1510.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d316397163383a4ddabf8345030c21918e42c03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-704d-71c2-b590-caf078449aea"} +{"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_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac8684d3f6cb2d99f5e121c9f74e305e3e426f37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-704d-71c2-b590-caf078449aea"} +{"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_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef6e82c3b77b180db8d680bbb9366c79cda55d7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-8381-7ae1-a115-73e3f97c1118"} +{"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_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1857c91f0df2159d15bbc90c99affd1e39110c7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-8381-7ae1-a115-73e3f97c1118"} +{"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_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d9c99641cd55712a21472589c1c227a9232fd9a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:25:25.441391+00:00", + "ended_at": "2026-05-19T16:25:34.102773+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_7617c320a00b116b", + "problem_id": "v2p_m2_c5c3523bf946f1d6", + "dataset_id": "m2", + "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=cylinder, condition_col=is_power_door_locks.", + "bindings": { + "group_col": "cylinder", + "condition_col": "is_power_door_locks", + "condition_value": "No", + "positive_value": "Yes", + "negative_value": "No", + "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": 1510.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=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", + "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_f/m2/artifacts/v2q_m2_7617c320a00b116b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f8b55fd0fecb1eecbf6de63dc8332710e20c47b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7617c320a00b116b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:29.378947+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": 3922.12, "started_at": "2026-05-19T16:25:25.455721+00:00", "ended_at": "2026-05-19T16:25:29.377882+00:00", "prompt_metrics": {"chars": 21803, "bytes_utf8": 21803, "lines": 627, "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\":\"019e410e-704d-71c2-b590-caf078449aea\"}\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": "2026-05-19T16:25:34.102657+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": 3720.25, "started_at": "2026-05-19T16:25:30.381240+00:00", "ended_at": "2026-05-19T16:25:34.101551+00:00", "prompt_metrics": {"chars": 21803, "bytes_utf8": 21803, "lines": 627, "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\":\"019e410e-8381-7ae1-a115-73e3f97c1118\"}\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_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2a47b0d939399522d5aacc057de51a73b90e15f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:37.512518+00:00", + "ended_at": "2026-05-19T16:16:42.115273+00:00", + "elapsed_ms": 4602.71, + "returncode": 1, + "prompt_metrics": { + "chars": 21701, + "bytes_utf8": 21701, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6148a08bb905199f8fa35027bb678cf8bed60d9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:43.118130+00:00", + "ended_at": "2026-05-19T16:16:46.236529+00:00", + "elapsed_ms": 3118.34, + "returncode": 1, + "prompt_metrics": { + "chars": 21701, + "bytes_utf8": 21701, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1125896a4b4410c2c843f4cd944acf48c3a1914d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=cylinder.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "cylinder", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1125896a4b4410c2c843f4cd944acf48c3a1914d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=cylinder.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "cylinder", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dab06348e4e94775661316974e0417485c9b01d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-61f9-7250-8901-ee9b1212ceb3"} +{"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_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..906df29f9a7d2be0a9d4da7e95b0bade416d0cd9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-61f9-7250-8901-ee9b1212ceb3"} +{"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_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e89de92c7fa6fd5be42678ee7f0ace5a5314ca7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-77d6-7cf1-88df-b4d8fa08ac0e"} +{"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_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..52bb5a5e0282fa3193867d0ca7ff57850aa4be0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-77d6-7cf1-88df-b4d8fa08ac0e"} +{"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_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5d0a9cb38bc42b541635c2c531972dbfdae334b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:16:37.499617+00:00", + "ended_at": "2026-05-19T16:16:46.237716+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_78309d1e81a82445", + "problem_id": "v2p_m2_3809a119ba44fc91", + "dataset_id": "m2", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "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 Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=cylinder.", + "bindings": { + "measure_col": "cylinder", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=67" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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", + "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_f/m2/artifacts/v2q_m2_78309d1e81a82445/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..334220a151555b87f36a8acf41e6a373b9d420bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_78309d1e81a82445/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:42.116344+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": 4602.71, "started_at": "2026-05-19T16:16:37.512518+00:00", "ended_at": "2026-05-19T16:16:42.115273+00:00", "prompt_metrics": {"chars": 21701, "bytes_utf8": 21701, "lines": 622, "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\":\"019e4106-61f9-7250-8901-ee9b1212ceb3\"}\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": "2026-05-19T16:16:46.237599+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": 3118.34, "started_at": "2026-05-19T16:16:43.118130+00:00", "ended_at": "2026-05-19T16:16:46.236529+00:00", "prompt_metrics": {"chars": 21701, "bytes_utf8": 21701, "lines": 622, "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\":\"019e4106-77d6-7cf1-88df-b4d8fa08ac0e\"}\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_f/m2/artifacts/v2q_m2_788a5f281839ee52/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a1ff87cb8beefda3af55ed34f3205875503db681 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:14:13.281558+00:00", + "ended_at": "2026-05-19T16:14:22.266733+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_788a5f281839ee52", + "problem_id": "v2p_m2_632cd49b18cf5ca9", + "dataset_id": "m2", + "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=area_cluster, condition_col=is_rear_window_washer.", + "bindings": { + "group_col": "area_cluster", + "condition_col": "is_rear_window_washer", + "condition_value": "No", + "positive_value": "No", + "negative_value": "Yes", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=44" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "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_f/m2/artifacts/v2q_m2_788a5f281839ee52/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d73e665564c3cf74afc2ca327cd5a5a4d360db2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:16.268829+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": 2971.42, "started_at": "2026-05-19T16:14:13.295833+00:00", "ended_at": "2026-05-19T16:14:16.267307+00:00", "prompt_metrics": {"chars": 22375, "bytes_utf8": 22375, "lines": 627, "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\":\"019e4104-2e3e-7140-9fd8-18c1a91ed379\"}\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": "2026-05-19T16:14:22.266602+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": 4994.27, "started_at": "2026-05-19T16:14:17.271215+00:00", "ended_at": "2026-05-19T16:14:22.265537+00:00", "prompt_metrics": {"chars": 22375, "bytes_utf8": 22375, "lines": 627, "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\":\"019e4104-3dad-7c71-a621-61a6b1f7cde1\"}\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_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c9e8731ebc3f2f33de4f9732d050d673b8fcba8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:14:36.964130+00:00", + "ended_at": "2026-05-19T16:14:45.697689+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_7a1c6d221f5ccd7d", + "problem_id": "v2p_m2_c6c692f4ae60e5f1", + "dataset_id": "m2", + "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=age_of_policyholder, group_col_2=airbags.", + "bindings": { + "group_col": "age_of_policyholder", + "group_col_2": "airbags", + "predicate_col": "model", + "predicate_op": "=", + "predicate_value": "M6", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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", + "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_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c88aac5e9a6a85b79ad9893d57bac7256264209 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:40.636381+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": 3658.79, "started_at": "2026-05-19T16:14:36.976753+00:00", "ended_at": "2026-05-19T16:14:40.635589+00:00", "prompt_metrics": {"chars": 21858, "bytes_utf8": 21858, "lines": 628, "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\":\"019e4104-8ab9-7080-bb0b-dde9288b8973\"}\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": "2026-05-19T16:14:45.697287+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": 4058.41, "started_at": "2026-05-19T16:14:41.637642+00:00", "ended_at": "2026-05-19T16:14:45.696086+00:00", "prompt_metrics": {"chars": 21858, "bytes_utf8": 21858, "lines": 628, "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\":\"019e4104-9cfb-7332-80b4-f9b757cc035d\"}\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_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e45d04b4cea11c791a71b2ad4a4651e450b052ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:20:01.303434+00:00", + "ended_at": "2026-05-19T16:20:16.950557+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_7c8e787144fd2aec", + "problem_id": "v2p_m2_1e3d2f4554eca7f0", + "dataset_id": "m2", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "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 Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=age_of_car, measure_col=turning_radius.", + "bindings": { + "group_col": "age_of_car", + "measure_col": "turning_radius", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "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", + "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_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22c28dc7346aace38c3e107b8cf552b1b2b78714 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:04.714759+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": 3399.17, "started_at": "2026-05-19T16:20:01.314741+00:00", "ended_at": "2026-05-19T16:20:04.713939+00:00", "prompt_metrics": {"chars": 21726, "bytes_utf8": 21726, "lines": 624, "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\":\"019e4109-7dbb-76e2-a956-4b3f6e284d98\"}\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": "2026-05-19T16:20:16.950356+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": 11232.77, "started_at": "2026-05-19T16:20:05.715909+00:00", "ended_at": "2026-05-19T16:20:16.948722+00:00", "prompt_metrics": {"chars": 21726, "bytes_utf8": 21726, "lines": 624, "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\":\"019e4109-8ed1-70e1-a09b-be9d143774a9\"}\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_f/m2/artifacts/v2q_m2_7d372a6dacca645c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..372eeec9b45c3df2e71c073c074892ba40ac7eea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:13:51.968292+00:00", + "ended_at": "2026-05-19T16:13:58.775863+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_7d372a6dacca645c", + "problem_id": "v2p_m2_d85f96edf162fb17", + "dataset_id": "m2", + "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=is_claim, condition_col=steering_type.", + "bindings": { + "group_col": "is_claim", + "condition_col": "steering_type", + "condition_value": "Power", + "positive_value": "Power", + "negative_value": "Electric", + "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": 1755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "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_f/m2/artifacts/v2q_m2_7d372a6dacca645c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc4b92b422a8c5bebde181a52e167a7b8783d1d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:55.177394+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": 3199.52, "started_at": "2026-05-19T16:13:51.976613+00:00", "ended_at": "2026-05-19T16:13:55.176162+00:00", "prompt_metrics": {"chars": 22364, "bytes_utf8": 22364, "lines": 627, "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\":\"019e4103-db0e-7a93-a014-b0f1395ec982\"}\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": "2026-05-19T16:13:58.775758+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": 2595.09, "started_at": "2026-05-19T16:13:56.179789+00:00", "ended_at": "2026-05-19T16:13:58.774933+00:00", "prompt_metrics": {"chars": 22364, "bytes_utf8": 22364, "lines": 627, "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\":\"019e4103-eb4e-7872-8216-5a2148439b80\"}\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_f/m2/artifacts/v2q_m2_7e79e4f159461e4d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7e79e4f159461e4d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4069cbccf39a735fdb496b55bac448bd3542f9ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7e79e4f159461e4d/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"area_cluster": "C8", "support": 13654, "avg_response": 8794.0}, {"area_cluster": "C2", "support": 7342, "avg_response": 27003.0}, {"area_cluster": "C5", "support": 6979, "avg_response": 34738.0}, {"area_cluster": "C3", "support": 6101, "avg_response": 4076.0}, {"area_cluster": "C14", "support": 3660, "avg_response": 7788.0}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7e79e4f159461e4d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7e79e4f159461e4d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b53c735850c2a91d53b95645332ac3e205bdba33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7e79e4f159461e4d/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_7e79e4f159461e4d +-- problem_id: v2p_m2_dd2ffefec2a2f8ea +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "area_cluster", + COUNT(*) AS support, + AVG("population_density") AS avg_response +FROM "m2" +GROUP BY "area_cluster" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7e79e4f159461e4d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7e79e4f159461e4d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96746559afae232796c7271614063aeea618c87b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7e79e4f159461e4d/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_f\n-- sql_source_dataset_id: m2\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m2_7e79e4f159461e4d\n-- problem_id: v2p_m2_dd2ffefec2a2f8ea\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"area_cluster\",\n COUNT(*) AS support,\n AVG(\"population_density\") AS avg_response\nFROM \"m2\"\nGROUP BY \"area_cluster\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: m2\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m2_7e79e4f159461e4d\\n-- problem_id: v2p_m2_dd2ffefec2a2f8ea\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"area_cluster\\\",\\n COUNT(*) AS support,\\n AVG(\\\"population_density\\\") AS avg_response\\nFROM \\\"m2\\\"\\nGROUP BY \\\"area_cluster\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"area_cluster\", \"support\", \"avg_response\"], \"rows\": [{\"area_cluster\": \"C8\", \"support\": 13654, \"avg_response\": 8794.0}, {\"area_cluster\": \"C2\", \"support\": 7342, \"avg_response\": 27003.0}, {\"area_cluster\": \"C5\", \"support\": 6979, \"avg_response\": 34738.0}, {\"area_cluster\": \"C3\", \"support\": 6101, \"avg_response\": 4076.0}, {\"area_cluster\": \"C14\", \"support\": 3660, \"avg_response\": 7788.0}, {\"area_cluster\": \"C13\", \"support\": 3423, \"avg_response\": 5410.0}, {\"area_cluster\": \"C10\", \"support\": 3155, \"avg_response\": 73430.0}, {\"area_cluster\": \"C9\", \"support\": 2734, \"avg_response\": 17804.0}, {\"area_cluster\": \"C7\", \"support\": 2167, \"avg_response\": 6112.0}, {\"area_cluster\": \"C12\", \"support\": 1589, \"avg_response\": 34791.0}, {\"area_cluster\": \"C1\", \"support\": 1468, \"avg_response\": 4990.0}, {\"area_cluster\": \"C11\", \"support\": 1212, \"avg_response\": 6108.0}, {\"area_cluster\": \"C19\", \"support\": 952, \"avg_response\": 27742.0}, {\"area_cluster\": \"C6\", \"support\": 890, \"avg_response\": 13051.0}, {\"area_cluster\": \"C15\", \"support\": 771, \"avg_response\": 290.0}, {\"area_cluster\": \"C4\", \"support\": 665, \"avg_response\": 21622.0}, {\"area_cluster\": \"C17\", \"support\": 492, \"avg_response\": 65567.0}, {\"area_cluster\": \"C16\", \"support\": 401, \"avg_response\": 16206.0}, {\"area_cluster\": \"C21\", \"support\": 379, \"avg_response\": 3264.0}, {\"area_cluster\": \"C18\", \"support\": 242, \"avg_response\": 35036.0}, {\"area_cluster\": \"C22\", \"support\": 207, \"avg_response\": 16733.0}, {\"area_cluster\": \"C20\", \"support\": 109, \"avg_response\": 20905.0}], \"row_count_returned\": 22, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 41.97}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7e79e4f159461e4d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7e79e4f159461e4d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..47e27a6cdd8adb8feabab764b3ebc4ce0894cb15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7e79e4f159461e4d/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:33.399700+00:00", + "ended_at": "2026-05-19T16:31:33.442846+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_7e79e4f159461e4d", + "problem_id": "v2p_m2_dd2ffefec2a2f8ea", + "dataset_id": "m2", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=population_density, key_col=area_cluster.", + "bindings": { + "key_col": "area_cluster", + "measure_col": "population_density", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_7e79e4f159461e4d.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_f/m2/artifacts/v2q_m2_7e79e4f159461e4d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7e79e4f159461e4d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7e79e4f159461e4d/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_f/m2/artifacts/v2q_m2_7f7017961abffb1a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dc7f551514d88d727149a674a18267a3396b68e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:12:45.012579+00:00", + "ended_at": "2026-05-19T16:12:51.806973+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_7f7017961abffb1a", + "problem_id": "v2p_m2_a26879d5707da524", + "dataset_id": "m2", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "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 Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=is_power_door_locks, measure_col=population_density.", + "bindings": { + "group_col": "is_power_door_locks", + "measure_col": "population_density", + "item_col": "area_cluster", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=33" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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", + "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_f/m2/artifacts/v2q_m2_7f7017961abffb1a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50a187dd9bf98c77502dfe5aa1d9af161edc8b56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:47.895766+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": 2873.9, "started_at": "2026-05-19T16:12:45.021064+00:00", "ended_at": "2026-05-19T16:12:47.894986+00:00", "prompt_metrics": {"chars": 21986, "bytes_utf8": 21986, "lines": 626, "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\":\"019e4102-d554-7263-ad0c-34fcbaff036e\"}\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": "2026-05-19T16:12:51.806886+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": 2908.83, "started_at": "2026-05-19T16:12:48.897207+00:00", "ended_at": "2026-05-19T16:12:51.806077+00:00", "prompt_metrics": {"chars": 21986, "bytes_utf8": 21986, "lines": 626, "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\":\"019e4102-e476-7f61-baf1-50855a8aede9\"}\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_f/m2/artifacts/v2q_m2_82687e89ee937423/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_82687e89ee937423/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d546373806d3f9a7335faefd0c9b4c2642186efe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_82687e89ee937423/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "5", "support": 44211, "support_share": 0.7545569361004916, "support_rank": 1}, {"value_label": "6", "support": 14381, "support_share": 0.24544306389950846, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_82687e89ee937423/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_82687e89ee937423/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8b9543cb0abd32d481d5db8485b7ecd1799d84a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_82687e89ee937423/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_82687e89ee937423 +-- problem_id: v2p_m2_a213e23946b1abd2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "gear_box" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "gear_box" +) +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_f/m2/artifacts/v2q_m2_82687e89ee937423/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_82687e89ee937423/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66f9561c842b244797ad77aa1a8860e642a7b162 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_82687e89ee937423/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_f\n-- sql_source_dataset_id: m2\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_m2_82687e89ee937423\n-- problem_id: v2p_m2_a213e23946b1abd2\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"gear_box\" AS value_label, COUNT(*) AS support\n FROM \"m2\"\n GROUP BY \"gear_box\"\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_f\\n-- sql_source_dataset_id: m2\\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_m2_82687e89ee937423\\n-- problem_id: v2p_m2_a213e23946b1abd2\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"gear_box\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m2\\\"\\n GROUP BY \\\"gear_box\\\"\\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\": \"5\", \"support\": 44211, \"support_share\": 0.7545569361004916, \"support_rank\": 1}, {\"value_label\": \"6\", \"support\": 14381, \"support_share\": 0.24544306389950846, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.66}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_82687e89ee937423/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_82687e89ee937423/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c1cda6ea895c877db977e34c9693f78d868d4312 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_82687e89ee937423/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:32.750893+00:00", + "ended_at": "2026-05-19T16:31:32.775510+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_82687e89ee937423", + "problem_id": "v2p_m2_a213e23946b1abd2", + "dataset_id": "m2", + "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=gear_box.", + "bindings": { + "group_col": "gear_box" + }, + "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_f/m2/sql/v2q_m2_82687e89ee937423.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_f/m2/artifacts/v2q_m2_82687e89ee937423/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_82687e89ee937423/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_82687e89ee937423/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_f/m2/artifacts/v2q_m2_8544a03a4108c041/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5fc07ebc05e5ba8d1638924dd7e9f0cbaeba327c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:24.183914+00:00", + "ended_at": "2026-05-19T16:31:32.178816+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_8544a03a4108c041", + "problem_id": "v2p_m2_37c9de380496b071", + "dataset_id": "m2", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "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 Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=is_tpms, measure_col=airbags.", + "bindings": { + "group_col": "is_tpms", + "measure_col": "airbags", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "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", + "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_f/m2/artifacts/v2q_m2_8544a03a4108c041/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc7fbffc4d393b83297795f4b52bed6abeec4760 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:31:27.944327+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": 3743.73, "started_at": "2026-05-19T16:31:24.199486+00:00", "ended_at": "2026-05-19T16:31:27.943272+00:00", "prompt_metrics": {"chars": 21612, "bytes_utf8": 21612, "lines": 624, "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\":\"019e4113-e98e-7340-8e16-bb3fc158364d\"}\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": "2026-05-19T16:31:32.178697+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": 3230.3, "started_at": "2026-05-19T16:31:28.946434+00:00", "ended_at": "2026-05-19T16:31:32.176793+00:00", "prompt_metrics": {"chars": 21612, "bytes_utf8": 21612, "lines": 624, "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\":\"019e4113-fc2d-79e2-badc-3ee94e7e0c88\"}\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_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..62e2ab9ec396767149ea9710083ddd43aa1c368b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:27:42.719395+00:00", + "ended_at": "2026-05-19T16:27:50.920884+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_858217ccaf6dc82f", + "problem_id": "v2p_m2_7b0f81ae70ce3d90", + "dataset_id": "m2", + "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=is_ecw.", + "bindings": { + "group_col": "is_ecw", + "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": 0.548077, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=122" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e75e51798fe2b82e63799cc11ba829602d07587 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:46.159860+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": 3423.12, "started_at": "2026-05-19T16:27:42.734053+00:00", "ended_at": "2026-05-19T16:27:46.157235+00:00", "prompt_metrics": {"chars": 21523, "bytes_utf8": 21523, "lines": 622, "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\":\"019e4110-8891-7232-97b3-3279d9c0f332\"}\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": "2026-05-19T16:27:50.920691+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": 3756.39, "started_at": "2026-05-19T16:27:47.162483+00:00", "ended_at": "2026-05-19T16:27:50.918949+00:00", "prompt_metrics": {"chars": 21523, "bytes_utf8": 21523, "lines": 622, "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\":\"019e4110-99c6-74d3-be9f-6cc0de9a06e2\"}\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_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8f237601421c3150a9ca86697bef2bdef980804c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:13.226808+00:00", + "ended_at": "2026-05-19T16:30:16.789521+00:00", + "elapsed_ms": 3562.66, + "returncode": 1, + "prompt_metrics": { + "chars": 21628, + "bytes_utf8": 21628, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c3f32dee575dd13d4de581f87c46eac3ff44ed39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:17.793172+00:00", + "ended_at": "2026-05-19T16:30:21.156489+00:00", + "elapsed_ms": 3363.24, + "returncode": 1, + "prompt_metrics": { + "chars": 21628, + "bytes_utf8": 21628, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..448be77f913320af55e9e187d4b2fad81cc4e6df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=engine_type, measure_col=age_of_car.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "engine_type", + "measure_col": "age_of_car", + "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": 0.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..448be77f913320af55e9e187d4b2fad81cc4e6df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=engine_type, measure_col=age_of_car.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "engine_type", + "measure_col": "age_of_car", + "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": 0.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..14e2ec79cd28ea761adb7a9cb398fbf1504327de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-d47f-7e81-84d7-50c4d9bbff02"} +{"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_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa84bf286290fb867af4ae0c3482e01ee8f68ac3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-d47f-7e81-84d7-50c4d9bbff02"} +{"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_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40e957fca699072379da741bee337e534a0d180c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-e62d-7271-8366-02ed658eda54"} +{"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_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6d51e58b8a7c7ac5cbeeab2e3ea87a860591725 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-e62d-7271-8366-02ed658eda54"} +{"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_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e7bfd589009acd0ede0e8a1e31788b0ee55d1ca5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:30:13.212416+00:00", + "ended_at": "2026-05-19T16:30:21.157773+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_85c66ef1387e0f30", + "problem_id": "v2p_m2_64b23a1c7dd21c21", + "dataset_id": "m2", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "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 Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=engine_type, measure_col=age_of_car.", + "bindings": { + "group_col": "engine_type", + "measure_col": "age_of_car", + "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": 0.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "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", + "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_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..76ad6c74af7862fdd555c6effe66f81c7d46570b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_85c66ef1387e0f30/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:30:16.790647+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": 3562.66, "started_at": "2026-05-19T16:30:13.226808+00:00", "ended_at": "2026-05-19T16:30:16.789521+00:00", "prompt_metrics": {"chars": 21628, "bytes_utf8": 21628, "lines": 624, "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\":\"019e4112-d47f-7e81-84d7-50c4d9bbff02\"}\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": "2026-05-19T16:30:21.157654+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": 3363.24, "started_at": "2026-05-19T16:30:17.793172+00:00", "ended_at": "2026-05-19T16:30:21.156489+00:00", "prompt_metrics": {"chars": 21628, "bytes_utf8": 21628, "lines": 624, "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\":\"019e4112-e62d-7271-8366-02ed658eda54\"}\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_f/m2/artifacts/v2q_m2_868af48fb0457f14/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_868af48fb0457f14/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c614dd5c0b19d504a88b34c096913999df50771a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_868af48fb0457f14/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "No", "support": 38077, "support_share": 0.6498668760240306, "support_rank": 1}, {"value_label": "Yes", "support": 20515, "support_share": 0.3501331239759694, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_868af48fb0457f14/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_868af48fb0457f14/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..587612f20c1c8bed8c09d7c138f77e63ceaf94ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_868af48fb0457f14/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_868af48fb0457f14 +-- problem_id: v2p_m2_06e9a023d565534f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "is_rear_window_defogger" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "is_rear_window_defogger" +) +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_f/m2/artifacts/v2q_m2_868af48fb0457f14/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_868af48fb0457f14/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d60b036df60017bba5271565b6beabbac7e62d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_868af48fb0457f14/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_f\n-- sql_source_dataset_id: m2\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_m2_868af48fb0457f14\n-- problem_id: v2p_m2_06e9a023d565534f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"is_rear_window_defogger\" AS value_label, COUNT(*) AS support\n FROM \"m2\"\n GROUP BY \"is_rear_window_defogger\"\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_f\\n-- sql_source_dataset_id: m2\\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_m2_868af48fb0457f14\\n-- problem_id: v2p_m2_06e9a023d565534f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"is_rear_window_defogger\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m2\\\"\\n GROUP BY \\\"is_rear_window_defogger\\\"\\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\": \"No\", \"support\": 38077, \"support_share\": 0.6498668760240306, \"support_rank\": 1}, {\"value_label\": \"Yes\", \"support\": 20515, \"support_share\": 0.3501331239759694, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.94}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_868af48fb0457f14/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_868af48fb0457f14/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3d82f8167c803e937002ea878dd8977074adca11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_868af48fb0457f14/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:32.827596+00:00", + "ended_at": "2026-05-19T16:31:32.851468+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_868af48fb0457f14", + "problem_id": "v2p_m2_06e9a023d565534f", + "dataset_id": "m2", + "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=is_rear_window_defogger.", + "bindings": { + "group_col": "is_rear_window_defogger" + }, + "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=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_868af48fb0457f14.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_f/m2/artifacts/v2q_m2_868af48fb0457f14/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_868af48fb0457f14/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_868af48fb0457f14/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_f/m2/artifacts/v2q_m2_872886fc060376bc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5101966a925e5ac469b4a7cbb3d5e608b045e3ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:26:05.464691+00:00", + "ended_at": "2026-05-19T16:26:13.573323+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_872886fc060376bc", + "problem_id": "v2p_m2_069c46743b02c04a", + "dataset_id": "m2", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=airbags.", + "bindings": { + "measure_col": "airbags", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=110" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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", + "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_f/m2/artifacts/v2q_m2_872886fc060376bc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd9c7c2fcbdeb9d9871dd48668961752e59cbba7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:09.166265+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": 3685.73, "started_at": "2026-05-19T16:26:05.479004+00:00", "ended_at": "2026-05-19T16:26:09.164797+00:00", "prompt_metrics": {"chars": 21466, "bytes_utf8": 21466, "lines": 622, "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\":\"019e410f-0c8c-7563-bce5-5e5b9b16a566\"}\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": "2026-05-19T16:26:13.573210+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": 3403.2, "started_at": "2026-05-19T16:26:10.168888+00:00", "ended_at": "2026-05-19T16:26:13.572148+00:00", "prompt_metrics": {"chars": 21466, "bytes_utf8": 21466, "lines": 622, "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\":\"019e410f-1f12-79c2-bcd3-c5cec88c7c2d\"}\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_f/m2/artifacts/v2q_m2_88b333c91ec1f629/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ef0605210ddf39f2663f3977a3c1e3af8a74ccae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:08.147832+00:00", + "ended_at": "2026-05-19T16:31:15.802119+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_88b333c91ec1f629", + "problem_id": "v2p_m2_4c255b2bca9cdb67", + "dataset_id": "m2", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_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 Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=is_adjustable_steering, measure_col=make.", + "bindings": { + "group_col": "is_adjustable_steering", + "measure_col": "make", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=139" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79b060d178b8160a6c7267d6cdfe70531f3d0f44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:31:11.211753+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": 3047.28, "started_at": "2026-05-19T16:31:08.163401+00:00", "ended_at": "2026-05-19T16:31:11.210736+00:00", "prompt_metrics": {"chars": 21637, "bytes_utf8": 21637, "lines": 624, "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\":\"019e4113-aad0-7023-ad18-1e703a517f8b\"}\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": "2026-05-19T16:31:15.802015+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": 3586.07, "started_at": "2026-05-19T16:31:12.214778+00:00", "ended_at": "2026-05-19T16:31:15.800928+00:00", "prompt_metrics": {"chars": 21637, "bytes_utf8": 21637, "lines": 624, "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\":\"019e4113-bada-7750-9a84-455f311343ea\"}\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_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e9689c6549780785f60364af694286a087905e26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:30.271959+00:00", + "ended_at": "2026-05-19T16:28:33.685542+00:00", + "elapsed_ms": 3413.53, + "returncode": 1, + "prompt_metrics": { + "chars": 21522, + "bytes_utf8": 21522, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..46bd11af12b6d9431f4e1323aacd258e8a1707f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:34.688348+00:00", + "ended_at": "2026-05-19T16:28:38.027341+00:00", + "elapsed_ms": 3338.94, + "returncode": 1, + "prompt_metrics": { + "chars": 21522, + "bytes_utf8": 21522, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89aeb42c8854bd53ee5e84e0d9d69d038cad4709 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=is_claim.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "is_claim", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..89aeb42c8854bd53ee5e84e0d9d69d038cad4709 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=is_claim.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "is_claim", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..83083f49809eabb401a222dad6edd7c1604bbead --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-4244-70e1-9952-90d707da6c53"} +{"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_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..370fde3543409ea10aab4a6f4c7e261b98e70d3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-4244-70e1-9952-90d707da6c53"} +{"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_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..73499f701422962af06f902acfff3489aee9ac42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-53a1-7c31-ac66-6cc013da02db"} +{"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_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7c407aa98a081056db545316730699048984708 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-53a1-7c31-ac66-6cc013da02db"} +{"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_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f03064c4d7dbdd844a59409e209726a666fcc43c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:28:30.258125+00:00", + "ended_at": "2026-05-19T16:28:38.028492+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_890ea193f9d41f0d", + "problem_id": "v2p_m2_33540d209c916cc7", + "dataset_id": "m2", + "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": "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_mass_similarity with semantic role rare_extreme_view. Focus on group_col=is_claim.", + "bindings": { + "group_col": "is_claim", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=2/2", + "binding_index=125" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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", + "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_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6f2ab78593a4d8e94b27451af82288ba3156444 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_890ea193f9d41f0d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:33.686637+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": 3413.53, "started_at": "2026-05-19T16:28:30.271959+00:00", "ended_at": "2026-05-19T16:28:33.685542+00:00", "prompt_metrics": {"chars": 21522, "bytes_utf8": 21522, "lines": 622, "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\":\"019e4111-4244-70e1-9952-90d707da6c53\"}\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": "2026-05-19T16:28:38.028378+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": 3338.94, "started_at": "2026-05-19T16:28:34.688348+00:00", "ended_at": "2026-05-19T16:28:38.027341+00:00", "prompt_metrics": {"chars": 21522, "bytes_utf8": 21522, "lines": 622, "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\":\"019e4111-53a1-7c31-ac66-6cc013da02db\"}\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_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1190a3f902ea981757193eadf0b9e46c007329d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:17:50.070157+00:00", + "ended_at": "2026-05-19T16:18:03.421230+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_8a38b3ef7c7f72e7", + "problem_id": "v2p_m2_919c1b7219689b96", + "dataset_id": "m2", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "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": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=is_power_door_locks, measure_col=policy_tenure.", + "bindings": { + "group_col": "is_power_door_locks", + "measure_col": "policy_tenure", + "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": 1.039104, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=75" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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", + "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_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad968ecfa166823e449880d3908eaa22ce858761 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:53.639832+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": 3552.65, "started_at": "2026-05-19T16:17:50.086072+00:00", "ended_at": "2026-05-19T16:17:53.638775+00:00", "prompt_metrics": {"chars": 22123, "bytes_utf8": 22123, "lines": 624, "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\":\"019e4107-7d85-7c10-882f-62a70ab6ac38\"}\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": "2026-05-19T16:18:03.421088+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": 8777.38, "started_at": "2026-05-19T16:17:54.642403+00:00", "ended_at": "2026-05-19T16:18:03.419845+00:00", "prompt_metrics": {"chars": 22123, "bytes_utf8": 22123, "lines": 624, "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\":\"019e4107-8f4c-7b42-89ed-aec51e96a9a8\"}\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_f/m2/artifacts/v2q_m2_8aadcb28508aa118/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8aadcb28508aa118/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..26e742e0cffac46547ae938db4450e8b06abf4b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8aadcb28508aa118/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"area_cluster": "C8", "support": 13654, "avg_response": 0.4794438935899314}, {"area_cluster": "C2", "support": 7342, "avg_response": 0.4599158162730759}, {"area_cluster": "C5", "support": 6979, "avg_response": 0.4782534416436121}, {"area_cluster": "C3", "support": 6101, "avg_response": 0.4578174448072825}, {"area_cluster": "C14", "support": 3660, "avg_response": 0.4804592265657839}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8aadcb28508aa118/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8aadcb28508aa118/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..01d46f33c3881f1a6274f50a10018e08a399bd87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8aadcb28508aa118/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_8aadcb28508aa118 +-- problem_id: v2p_m2_4e3e268ca39223c3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "area_cluster", + COUNT(*) AS support, + AVG("age_of_policyholder") AS avg_response +FROM "m2" +GROUP BY "area_cluster" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8aadcb28508aa118/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8aadcb28508aa118/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0847aa64381265f0c732271f7660acc47a5afc88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8aadcb28508aa118/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_f\n-- sql_source_dataset_id: m2\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m2_8aadcb28508aa118\n-- problem_id: v2p_m2_4e3e268ca39223c3\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"area_cluster\",\n COUNT(*) AS support,\n AVG(\"age_of_policyholder\") AS avg_response\nFROM \"m2\"\nGROUP BY \"area_cluster\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: m2\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m2_8aadcb28508aa118\\n-- problem_id: v2p_m2_4e3e268ca39223c3\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"area_cluster\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age_of_policyholder\\\") AS avg_response\\nFROM \\\"m2\\\"\\nGROUP BY \\\"area_cluster\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"area_cluster\", \"support\", \"avg_response\"], \"rows\": [{\"area_cluster\": \"C8\", \"support\": 13654, \"avg_response\": 0.4794438935899314}, {\"area_cluster\": \"C2\", \"support\": 7342, \"avg_response\": 0.4599158162730759}, {\"area_cluster\": \"C5\", \"support\": 6979, \"avg_response\": 0.4782534416436121}, {\"area_cluster\": \"C3\", \"support\": 6101, \"avg_response\": 0.4578174448072825}, {\"area_cluster\": \"C14\", \"support\": 3660, \"avg_response\": 0.4804592265657839}, {\"area_cluster\": \"C13\", \"support\": 3423, \"avg_response\": 0.45967606013618284}, {\"area_cluster\": \"C10\", \"support\": 3155, \"avg_response\": 0.47012373521882234}, {\"area_cluster\": \"C9\", \"support\": 2734, \"avg_response\": 0.47155478025997405}, {\"area_cluster\": \"C7\", \"support\": 2167, \"avg_response\": 0.43140108622342116}, {\"area_cluster\": \"C12\", \"support\": 1589, \"avg_response\": 0.47355012828581106}, {\"area_cluster\": \"C1\", \"support\": 1468, \"avg_response\": 0.4659597044644728}, {\"area_cluster\": \"C11\", \"support\": 1212, \"avg_response\": 0.49566831683168316}, {\"area_cluster\": \"C19\", \"support\": 952, \"avg_response\": 0.4816580478345184}, {\"area_cluster\": \"C6\", \"support\": 890, \"avg_response\": 0.4731417458945548}, {\"area_cluster\": \"C15\", \"support\": 771, \"avg_response\": 0.44511373840167606}, {\"area_cluster\": \"C4\", \"support\": 665, \"avg_response\": 0.4465731636784268}, {\"area_cluster\": \"C17\", \"support\": 492, \"avg_response\": 0.46605300187617255}, {\"area_cluster\": \"C16\", \"support\": 401, \"avg_response\": 0.4718732016113562}, {\"area_cluster\": \"C21\", \"support\": 379, \"avg_response\": 0.4760249644814289}, {\"area_cluster\": \"C18\", \"support\": 242, \"avg_response\": 0.4545057215511761}, {\"area_cluster\": \"C22\", \"support\": 207, \"avg_response\": 0.46037718320327015}, {\"area_cluster\": \"C20\", \"support\": 109, \"avg_response\": 0.4571277346506704}], \"row_count_returned\": 22, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 52.49}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8aadcb28508aa118/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8aadcb28508aa118/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e763f6e38825002fc785a79441df1a649ade7312 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8aadcb28508aa118/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:33.345608+00:00", + "ended_at": "2026-05-19T16:31:33.399160+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_8aadcb28508aa118", + "problem_id": "v2p_m2_4e3e268ca39223c3", + "dataset_id": "m2", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=age_of_policyholder, key_col=area_cluster.", + "bindings": { + "key_col": "area_cluster", + "measure_col": "age_of_policyholder", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_8aadcb28508aa118.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_f/m2/artifacts/v2q_m2_8aadcb28508aa118/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8aadcb28508aa118/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8aadcb28508aa118/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_f/m2/artifacts/v2q_m2_8d0c9836b9a4ab3c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d0c9836b9a4ab3c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a542d9a9e134fc7d34bf9867933a251c850fc806 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d0c9836b9a4ab3c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Yes", "support": 33928, "support_share": 0.5790551611141452, "support_rank": 1}, {"value_label": "No", "support": 24664, "support_share": 0.4209448388858547, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d0c9836b9a4ab3c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d0c9836b9a4ab3c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..47e1ba6f99b8b0b5ca0572102abfc4739ac526c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d0c9836b9a4ab3c/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_8d0c9836b9a4ab3c +-- problem_id: v2p_m2_6c9733f6e249ff1c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "is_front_fog_lights" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "is_front_fog_lights" +) +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_f/m2/artifacts/v2q_m2_8d0c9836b9a4ab3c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d0c9836b9a4ab3c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d20d418708cdd4f542f9e1564f99fbd00183e118 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d0c9836b9a4ab3c/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_f\n-- sql_source_dataset_id: m2\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_m2_8d0c9836b9a4ab3c\n-- problem_id: v2p_m2_6c9733f6e249ff1c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"is_front_fog_lights\" AS value_label, COUNT(*) AS support\n FROM \"m2\"\n GROUP BY \"is_front_fog_lights\"\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_f\\n-- sql_source_dataset_id: m2\\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_m2_8d0c9836b9a4ab3c\\n-- problem_id: v2p_m2_6c9733f6e249ff1c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"is_front_fog_lights\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m2\\\"\\n GROUP BY \\\"is_front_fog_lights\\\"\\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\": \"Yes\", \"support\": 33928, \"support_share\": 0.5790551611141452, \"support_rank\": 1}, {\"value_label\": \"No\", \"support\": 24664, \"support_share\": 0.4209448388858547, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.32}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d0c9836b9a4ab3c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d0c9836b9a4ab3c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..75a8cda26ddc16e28e4b3593c32afd144e6de771 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d0c9836b9a4ab3c/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:32.803660+00:00", + "ended_at": "2026-05-19T16:31:32.826920+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_8d0c9836b9a4ab3c", + "problem_id": "v2p_m2_6c9733f6e249ff1c", + "dataset_id": "m2", + "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=is_front_fog_lights.", + "bindings": { + "group_col": "is_front_fog_lights" + }, + "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_f/m2/sql/v2q_m2_8d0c9836b9a4ab3c.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_f/m2/artifacts/v2q_m2_8d0c9836b9a4ab3c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d0c9836b9a4ab3c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d0c9836b9a4ab3c/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_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d4dd999cf06dedc689aace40614125bf2f7c0d2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:21:49.546942+00:00", + "ended_at": "2026-05-19T16:22:11.386469+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_8d2b34c22dd0d921", + "problem_id": "v2p_m2_037e256ec6edef76", + "dataset_id": "m2", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "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 Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=segment, measure_col=ncap_rating.", + "bindings": { + "group_col": "segment", + "measure_col": "ncap_rating", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=89" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "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_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..91373e35518ffa60af81f2c1dad44006270926b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:06.923189+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": 17366.79, "started_at": "2026-05-19T16:21:49.555288+00:00", "ended_at": "2026-05-19T16:22:06.922112+00:00", "prompt_metrics": {"chars": 21716, "bytes_utf8": 21716, "lines": 624, "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\":\"019e410b-2477-7202-b728-6f4cb726254b\"}\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": "2026-05-19T16:22:11.386355+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": 3460.65, "started_at": "2026-05-19T16:22:07.924611+00:00", "ended_at": "2026-05-19T16:22:11.385315+00:00", "prompt_metrics": {"chars": 21716, "bytes_utf8": 21716, "lines": 624, "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\":\"019e410b-6c41-73e0-b6b1-207b790be414\"}\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_f/m2/artifacts/v2q_m2_8dd30563b610fa25/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e3e5eedd6fc22ccbe3edaeb2b7cbae4266f04c99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:13:14.560277+00:00", + "ended_at": "2026-05-19T16:13:22.206259+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_8dd30563b610fa25", + "problem_id": "v2p_m2_e484d02694c78d93", + "dataset_id": "m2", + "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=is_driver_seat_height_adjustable, condition_col=is_parking_camera.", + "bindings": { + "group_col": "is_driver_seat_height_adjustable", + "condition_col": "is_parking_camera", + "condition_value": "No", + "positive_value": "No", + "negative_value": "Yes", + "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": 1493.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=1", + "sql_variant_index=1/1", + "binding_index=36" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "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", + "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_f/m2/artifacts/v2q_m2_8dd30563b610fa25/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..396e487b95e56650f6660b3402e287fd9d39664b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:17.938141+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": 3368.43, "started_at": "2026-05-19T16:13:14.568907+00:00", "ended_at": "2026-05-19T16:13:17.937365+00:00", "prompt_metrics": {"chars": 22410, "bytes_utf8": 22410, "lines": 627, "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\":\"019e4103-48ef-7223-841e-0efa37c86040\"}\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": "2026-05-19T16:13:22.206118+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": 3265.16, "started_at": "2026-05-19T16:13:18.939711+00:00", "ended_at": "2026-05-19T16:13:22.204911+00:00", "prompt_metrics": {"chars": 22410, "bytes_utf8": 22410, "lines": 627, "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\":\"019e4103-59eb-7f51-a527-7949ded8d3ef\"}\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_f/m2/artifacts/v2q_m2_8dfe5b9f3ec167b8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dfe5b9f3ec167b8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dfe5b9f3ec167b8/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dfe5b9f3ec167b8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dfe5b9f3ec167b8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..22d454151013cea24becd4692a6f22e54895c805 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dfe5b9f3ec167b8/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_8dfe5b9f3ec167b8 +-- problem_id: v2p_m2_dcaa8a7e0dc33aa2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "policy_tenure", + COUNT(*) AS support, + AVG("population_density") AS avg_response +FROM "m2" +GROUP BY "policy_tenure" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dfe5b9f3ec167b8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dfe5b9f3ec167b8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3fd80830f518e03ceb92c9d390a1068222a5bebb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dfe5b9f3ec167b8/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_f\n-- sql_source_dataset_id: m2\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m2_8dfe5b9f3ec167b8\n-- problem_id: v2p_m2_dcaa8a7e0dc33aa2\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"policy_tenure\",\n COUNT(*) AS support,\n AVG(\"population_density\") AS avg_response\nFROM \"m2\"\nGROUP BY \"policy_tenure\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: m2\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m2_8dfe5b9f3ec167b8\\n-- problem_id: v2p_m2_dcaa8a7e0dc33aa2\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"policy_tenure\\\",\\n COUNT(*) AS support,\\n AVG(\\\"population_density\\\") AS avg_response\\nFROM \\\"m2\\\"\\nGROUP BY \\\"policy_tenure\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"policy_tenure\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 54.96}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dfe5b9f3ec167b8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dfe5b9f3ec167b8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..14d6c8215c27d577be542e5004fed2eee22f1610 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dfe5b9f3ec167b8/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:33.080948+00:00", + "ended_at": "2026-05-19T16:31:33.136821+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_8dfe5b9f3ec167b8", + "problem_id": "v2p_m2_dcaa8a7e0dc33aa2", + "dataset_id": "m2", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=population_density, key_col=policy_tenure.", + "bindings": { + "key_col": "policy_tenure", + "measure_col": "population_density", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_8dfe5b9f3ec167b8.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_f/m2/artifacts/v2q_m2_8dfe5b9f3ec167b8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dfe5b9f3ec167b8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dfe5b9f3ec167b8/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_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c7570e6a3acfea2e6f86d52914b5e9deb6afab7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:25:08.790286+00:00", + "ended_at": "2026-05-19T16:25:17.247510+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_8f0888ec5aa93245", + "problem_id": "v2p_m2_19da38fbba5af6bd", + "dataset_id": "m2", + "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=displacement, condition_col=is_brake_assist.", + "bindings": { + "group_col": "displacement", + "condition_col": "is_brake_assist", + "condition_value": "No", + "positive_value": "Yes", + "negative_value": "No", + "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": 1635.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=102" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "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_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..46d06969c71aadc27f49b656a0b12f5eada60261 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:12.122371+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": 3314.66, "started_at": "2026-05-19T16:25:08.805823+00:00", "ended_at": "2026-05-19T16:25:12.120540+00:00", "prompt_metrics": {"chars": 21807, "bytes_utf8": 21807, "lines": 627, "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\":\"019e410e-2f28-7820-b4df-6caf9ef307bd\"}\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": "2026-05-19T16:25:17.247395+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": 4121.11, "started_at": "2026-05-19T16:25:13.125122+00:00", "ended_at": "2026-05-19T16:25:17.246303+00:00", "prompt_metrics": {"chars": 21807, "bytes_utf8": 21807, "lines": 627, "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\":\"019e410e-4032-7e00-9db1-b5da2d39fee9\"}\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_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6f06ff56429ff1a3f16ed1b8841a264e7ba5a2d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:58.600898+00:00", + "ended_at": "2026-05-19T16:07:01.540565+00:00", + "elapsed_ms": 2939.63, + "returncode": 1, + "prompt_metrics": { + "chars": 21550, + "bytes_utf8": 21550, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..134b246cc352d5ad30ac05dc9162158dd3063bc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:02.542722+00:00", + "ended_at": "2026-05-19T16:07:05.198461+00:00", + "elapsed_ms": 2655.7, + "returncode": 1, + "prompt_metrics": { + "chars": 21550, + "bytes_utf8": 21550, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e33838d5c666bed3df303b596524fb8d2b954133 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=age_of_car, measure_col=policy_tenure.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "age_of_car", + "measure_col": "policy_tenure", + "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": 1.039104, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e33838d5c666bed3df303b596524fb8d2b954133 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=age_of_car, measure_col=policy_tenure.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "age_of_car", + "measure_col": "policy_tenure", + "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": 1.039104, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cfb1f9ac2f30acd20e26cf1d332840b9edef316 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-8c23-7540-bf88-46874fa55c39"} +{"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_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b00e350f9381c3eebd8e3054785badcc92d3692 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-8c23-7540-bf88-46874fa55c39"} +{"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_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c7b0085c36414d313f6bf32cf2c4621a55b089d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-9b80-70c2-ab2c-68b9dbc3c07d"} +{"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_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6c4975affe4979374575ee7f8ea719294468c67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-9b80-70c2-ab2c-68b9dbc3c07d"} +{"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_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aa66f4f89d2df77aac86bb5c2a53cdf14b0d6e69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:06:58.593724+00:00", + "ended_at": "2026-05-19T16:07:05.199575+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_8ff0d459dda84db0", + "problem_id": "v2p_m2_eb1364c7e22f60df", + "dataset_id": "m2", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=age_of_car, measure_col=policy_tenure.", + "bindings": { + "group_col": "age_of_car", + "measure_col": "policy_tenure", + "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": 1.039104, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=0" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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", + "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_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b1637a46752d5a50985faa6a1356e9beeb13f1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff0d459dda84db0/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:01.541590+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": 2939.63, "started_at": "2026-05-19T16:06:58.600898+00:00", "ended_at": "2026-05-19T16:07:01.540565+00:00", "prompt_metrics": {"chars": 21550, "bytes_utf8": 21550, "lines": 624, "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\":\"019e40fd-8c23-7540-bf88-46874fa55c39\"}\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": "2026-05-19T16:07:05.199450+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": 2655.7, "started_at": "2026-05-19T16:07:02.542722+00:00", "ended_at": "2026-05-19T16:07:05.198461+00:00", "prompt_metrics": {"chars": 21550, "bytes_utf8": 21550, "lines": 624, "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\":\"019e40fd-9b80-70c2-ab2c-68b9dbc3c07d\"}\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_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..243ddef5c82596bc81a33481f7cc911b51ac8d54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:21:42.299136+00:00", + "ended_at": "2026-05-19T16:21:49.546578+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_8ff6733d23f80b03", + "problem_id": "v2p_m2_0b5f1e9d556f7a61", + "dataset_id": "m2", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "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 Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=segment, measure_col=ncap_rating.", + "bindings": { + "group_col": "segment", + "measure_col": "ncap_rating", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=89" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "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_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ec9200846a231c2a0ad302cde38d94777945418 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:45.469261+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": 3161.05, "started_at": "2026-05-19T16:21:42.307391+00:00", "ended_at": "2026-05-19T16:21:45.468469+00:00", "prompt_metrics": {"chars": 21712, "bytes_utf8": 21712, "lines": 624, "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\":\"019e410b-082a-71c2-9bf5-5f334ef5f93f\"}\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": "2026-05-19T16:21:49.546485+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": 3074.33, "started_at": "2026-05-19T16:21:46.471320+00:00", "ended_at": "2026-05-19T16:21:49.545704+00:00", "prompt_metrics": {"chars": 21712, "bytes_utf8": 21712, "lines": 624, "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\":\"019e410b-1893-7503-9c30-72b85506e7b7\"}\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_f/m2/artifacts/v2q_m2_8ffca9266766a9d5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ffca9266766a9d5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f109768b6249b8ca874a22da584deea224a2228a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ffca9266766a9d5/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Petrol", "support": 20532, "support_share": 0.3504232659748771, "support_rank": 1}, {"value_label": "CNG", "support": 20330, "support_share": 0.3469756963407974, "support_rank": 2}, {"value_label": "Diesel", "support": 17730, "support_share": 0.3026010376843255, "support_rank": 3}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ffca9266766a9d5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ffca9266766a9d5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8bb27abf0dcd16d1be497747709438cd5b693756 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ffca9266766a9d5/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_8ffca9266766a9d5 +-- problem_id: v2p_m2_3bfc6d4d5c94bc9c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "fuel_type" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "fuel_type" +) +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_f/m2/artifacts/v2q_m2_8ffca9266766a9d5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ffca9266766a9d5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d47e11b009283ffccd174f5cf699b220f91aced0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ffca9266766a9d5/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_f\n-- sql_source_dataset_id: m2\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_m2_8ffca9266766a9d5\n-- problem_id: v2p_m2_3bfc6d4d5c94bc9c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"fuel_type\" AS value_label, COUNT(*) AS support\n FROM \"m2\"\n GROUP BY \"fuel_type\"\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_f\\n-- sql_source_dataset_id: m2\\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_m2_8ffca9266766a9d5\\n-- problem_id: v2p_m2_3bfc6d4d5c94bc9c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"fuel_type\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m2\\\"\\n GROUP BY \\\"fuel_type\\\"\\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\": \"Petrol\", \"support\": 20532, \"support_share\": 0.3504232659748771, \"support_rank\": 1}, {\"value_label\": \"CNG\", \"support\": 20330, \"support_share\": 0.3469756963407974, \"support_rank\": 2}, {\"value_label\": \"Diesel\", \"support\": 17730, \"support_share\": 0.3026010376843255, \"support_rank\": 3}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.63}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ffca9266766a9d5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ffca9266766a9d5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8abc60ff7badc01c0ea960b154c928e6aee90ff1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ffca9266766a9d5/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:32.633385+00:00", + "ended_at": "2026-05-19T16:31:32.662305+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_8ffca9266766a9d5", + "problem_id": "v2p_m2_3bfc6d4d5c94bc9c", + "dataset_id": "m2", + "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=fuel_type.", + "bindings": { + "group_col": "fuel_type" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_8ffca9266766a9d5.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_f/m2/artifacts/v2q_m2_8ffca9266766a9d5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ffca9266766a9d5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ffca9266766a9d5/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_f/m2/artifacts/v2q_m2_93482695d31276ba/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6247f685342a52db905af80274c5a10da044ce2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:24:53.558245+00:00", + "ended_at": "2026-05-19T16:25:01.089932+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_93482695d31276ba", + "problem_id": "v2p_m2_0814764a3a827d31", + "dataset_id": "m2", + "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=rear_brakes_type, condition_col=is_rear_window_defogger.", + "bindings": { + "group_col": "rear_brakes_type", + "condition_col": "is_rear_window_defogger", + "condition_value": "Yes", + "positive_value": "No", + "negative_value": "Yes", + "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": 1755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=101" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "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", + "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_f/m2/artifacts/v2q_m2_93482695d31276ba/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..247381b54ce5c2daa70e3d60640c1aa2d49be1a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:57.013713+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": 3440.18, "started_at": "2026-05-19T16:24:53.572283+00:00", "ended_at": "2026-05-19T16:24:57.012509+00:00", "prompt_metrics": {"chars": 21828, "bytes_utf8": 21828, "lines": 627, "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\":\"019e410d-f3a5-7250-be37-74272583360c\"}\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": "2026-05-19T16:25:01.089812+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": 3072.43, "started_at": "2026-05-19T16:24:58.016188+00:00", "ended_at": "2026-05-19T16:25:01.088690+00:00", "prompt_metrics": {"chars": 21828, "bytes_utf8": 21828, "lines": 627, "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\":\"019e410e-0502-76d3-87a5-e879f92e027d\"}\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_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1bce4d3671d3f59643752eaefa825b199a7efd3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:48.787430+00:00", + "ended_at": "2026-05-19T16:29:52.437364+00:00", + "elapsed_ms": 3649.89, + "returncode": 1, + "prompt_metrics": { + "chars": 21626, + "bytes_utf8": 21626, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8051fc1aeaf5c0032923631fda6540264836902c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:53.439925+00:00", + "ended_at": "2026-05-19T16:29:56.888837+00:00", + "elapsed_ms": 3448.86, + "returncode": 1, + "prompt_metrics": { + "chars": 21626, + "bytes_utf8": 21626, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c820f0f7fdb6d117a3bb8f1738c1ae33951a5281 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=max_torque, measure_col=ncap_rating.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "max_torque", + "measure_col": "ncap_rating", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c820f0f7fdb6d117a3bb8f1738c1ae33951a5281 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=max_torque, measure_col=ncap_rating.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "max_torque", + "measure_col": "ncap_rating", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d202c5db6bcb723615801611e51d982ac6dfe34d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-7504-7801-8844-7b3be3f53e50"} +{"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_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33db94296f26949fa201bdf0ddb6971db12f3fa0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-7504-7801-8844-7b3be3f53e50"} +{"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_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b5f67d5d00845a563a3445c9c9b36384e27a3fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-8727-76d2-8538-57eef646b64e"} +{"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_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2116ae25f508ee64bd5c31be7dcb53e9fab9c7d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-8727-76d2-8538-57eef646b64e"} +{"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_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..62af92f51b5ee382dfb544958a4daf2c9183af02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:29:48.772696+00:00", + "ended_at": "2026-05-19T16:29:56.890333+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_97f64a1ba3fa7484", + "problem_id": "v2p_m2_71a1307b12af34f8", + "dataset_id": "m2", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "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 Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=max_torque, measure_col=ncap_rating.", + "bindings": { + "group_col": "max_torque", + "measure_col": "ncap_rating", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "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", + "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_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c68a8058ae46c1f1e122fc434273a527bc42d65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_97f64a1ba3fa7484/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:52.438335+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": 3649.89, "started_at": "2026-05-19T16:29:48.787430+00:00", "ended_at": "2026-05-19T16:29:52.437364+00:00", "prompt_metrics": {"chars": 21626, "bytes_utf8": 21626, "lines": 624, "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\":\"019e4112-7504-7801-8844-7b3be3f53e50\"}\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": "2026-05-19T16:29:56.890195+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": 3448.86, "started_at": "2026-05-19T16:29:53.439925+00:00", "ended_at": "2026-05-19T16:29:56.888837+00:00", "prompt_metrics": {"chars": 21626, "bytes_utf8": 21626, "lines": 624, "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\":\"019e4112-8727-76d2-8538-57eef646b64e\"}\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_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2d8779694aadd66fc438c631171a2a58aeec9fa0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:19:08.291707+00:00", + "ended_at": "2026-05-19T16:19:15.497977+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_9a4ecf6cf32a6589", + "problem_id": "v2p_m2_fc000a070d0e42fa", + "dataset_id": "m2", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "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 Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_day_night_rear_view_mirror, measure_col=make.", + "bindings": { + "group_col": "is_day_night_rear_view_mirror", + "measure_col": "make", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=79" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d756ad06b1292724c059d76d06430058e579b8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:11.305756+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": 3005.5, "started_at": "2026-05-19T16:19:08.299464+00:00", "ended_at": "2026-05-19T16:19:11.305023+00:00", "prompt_metrics": {"chars": 22121, "bytes_utf8": 22121, "lines": 624, "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\":\"019e4108-ae85-7b91-b724-de9251f07b16\"}\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": "2026-05-19T16:19:15.497858+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": 3188.74, "started_at": "2026-05-19T16:19:12.307784+00:00", "ended_at": "2026-05-19T16:19:15.496573+00:00", "prompt_metrics": {"chars": 22121, "bytes_utf8": 22121, "lines": 624, "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\":\"019e4108-be31-7552-babd-7ba1b4be62b4\"}\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_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c14e6836367149336bb1664a6cfcf7189d04d35d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:26:47.663108+00:00", + "ended_at": "2026-05-19T16:26:55.761412+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_9a5bb183717ba6cf", + "problem_id": "v2p_m2_8ea010f77b370029", + "dataset_id": "m2", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=length.", + "bindings": { + "measure_col": "length", + "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": 3995.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=115" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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", + "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_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7bda2ded8b95c500f12731b8396e6df9b4c76959 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:51.323438+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": 3646.31, "started_at": "2026-05-19T16:26:47.675910+00:00", "ended_at": "2026-05-19T16:26:51.322265+00:00", "prompt_metrics": {"chars": 21466, "bytes_utf8": 21466, "lines": 622, "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\":\"019e410f-b169-7910-aaf2-d878bae61b5c\"}\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": "2026-05-19T16:26:55.761284+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": 3434.41, "started_at": "2026-05-19T16:26:52.325654+00:00", "ended_at": "2026-05-19T16:26:55.760114+00:00", "prompt_metrics": {"chars": 21466, "bytes_utf8": 21466, "lines": 622, "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\":\"019e410f-c3b2-75b0-bcb0-9ae52dbadfe9\"}\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_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..75054b7ef0b96897b68e1f49b9d784e05e1ef435 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:27:50.921715+00:00", + "ended_at": "2026-05-19T16:27:58.733497+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_9ae85380d6ee6c85", + "problem_id": "v2p_m2_246c8af167356883", + "dataset_id": "m2", + "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=is_speed_alert.", + "bindings": { + "group_col": "is_speed_alert", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=123" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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", + "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_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..309c315b77e6e526380a432325d308350f43b500 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:54.352747+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": 3413.74, "started_at": "2026-05-19T16:27:50.937831+00:00", "ended_at": "2026-05-19T16:27:54.351630+00:00", "prompt_metrics": {"chars": 21536, "bytes_utf8": 21536, "lines": 622, "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\":\"019e4110-a882-78d2-9847-c54711ed2ca4\"}\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": "2026-05-19T16:27:58.733366+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": 3377.0, "started_at": "2026-05-19T16:27:55.355166+00:00", "ended_at": "2026-05-19T16:27:58.732236+00:00", "prompt_metrics": {"chars": 21536, "bytes_utf8": 21536, "lines": 622, "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\":\"019e4110-b9b8-7e32-bdd9-05fc74bae1ff\"}\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_f/m2/artifacts/v2q_m2_9bc55a9f411af815/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..54b58497230bca7eb1ac32e806cc715a1885732c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:15:44.311832+00:00", + "ended_at": "2026-05-19T16:15:52.645352+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_9bc55a9f411af815", + "problem_id": "v2p_m2_c97fcddde770018d", + "dataset_id": "m2", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "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 Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age_of_car.", + "bindings": { + "measure_col": "age_of_car", + "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": 0.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=61" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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", + "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_f/m2/artifacts/v2q_m2_9bc55a9f411af815/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27b7449b3f5f46bb5b9274dd1656b7662b045a87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:47.554799+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": 3233.42, "started_at": "2026-05-19T16:15:44.320509+00:00", "ended_at": "2026-05-19T16:15:47.553956+00:00", "prompt_metrics": {"chars": 21706, "bytes_utf8": 21706, "lines": 622, "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\":\"019e4105-91b6-7970-b91a-281eb4b690a7\"}\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": "2026-05-19T16:15:52.645261+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": 4088.28, "started_at": "2026-05-19T16:15:48.556124+00:00", "ended_at": "2026-05-19T16:15:52.644438+00:00", "prompt_metrics": {"chars": 21706, "bytes_utf8": 21706, "lines": 622, "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\":\"019e4105-a24b-7630-b5e9-7208db8dffbd\"}\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_f/m2/artifacts/v2q_m2_9c221ca0e1f79fb7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c221ca0e1f79fb7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..31afc9fba4773c5b4d040a5466a0ebcbae908b17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c221ca0e1f79fb7/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"age_of_policyholder": "0.375", "support": 1779, "avg_response": 0.5685428272697785}, {"age_of_policyholder": "0.365384615384615", "support": 1766, "avg_response": 0.5551927973219765}, {"age_of_policyholder": "0.346153846153846", "support": 1733, "avg_response": 0.5698262996012862}, {"age_of_policyholder": "0.355769230769231", "support": 1724, "avg_response": 0.5764750978241944}, {"age_of_policyholder": "0.394230769230769", "support": 1715, "avg_response": 0.6024364809941961}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c221ca0e1f79fb7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c221ca0e1f79fb7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d96c1bbca00125896240efc3fd5fb10f1b14cad6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c221ca0e1f79fb7/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_9c221ca0e1f79fb7 +-- problem_id: v2p_m2_8183172d80f9402e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "age_of_policyholder", + COUNT(*) AS support, + AVG("policy_tenure") AS avg_response +FROM "m2" +GROUP BY "age_of_policyholder" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c221ca0e1f79fb7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c221ca0e1f79fb7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..590673ab07f7622e97cb616a0d9cca1e4b52bad7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c221ca0e1f79fb7/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_f\n-- sql_source_dataset_id: m2\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m2_9c221ca0e1f79fb7\n-- problem_id: v2p_m2_8183172d80f9402e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"age_of_policyholder\",\n COUNT(*) AS support,\n AVG(\"policy_tenure\") AS avg_response\nFROM \"m2\"\nGROUP BY \"age_of_policyholder\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: m2\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m2_9c221ca0e1f79fb7\\n-- problem_id: v2p_m2_8183172d80f9402e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"age_of_policyholder\\\",\\n COUNT(*) AS support,\\n AVG(\\\"policy_tenure\\\") AS avg_response\\nFROM \\\"m2\\\"\\nGROUP BY \\\"age_of_policyholder\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"age_of_policyholder\", \"support\", \"avg_response\"], \"rows\": [{\"age_of_policyholder\": \"0.375\", \"support\": 1779, \"avg_response\": 0.5685428272697785}, {\"age_of_policyholder\": \"0.365384615384615\", \"support\": 1766, \"avg_response\": 0.5551927973219765}, {\"age_of_policyholder\": \"0.346153846153846\", \"support\": 1733, \"avg_response\": 0.5698262996012862}, {\"age_of_policyholder\": \"0.355769230769231\", \"support\": 1724, \"avg_response\": 0.5764750978241944}, {\"age_of_policyholder\": \"0.394230769230769\", \"support\": 1715, \"avg_response\": 0.6024364809941961}, {\"age_of_policyholder\": \"0.471153846153846\", \"support\": 1713, \"avg_response\": 0.6193110978019001}, {\"age_of_policyholder\": \"0.403846153846154\", \"support\": 1710, \"avg_response\": 0.5833140457803158}, {\"age_of_policyholder\": \"0.432692307692308\", \"support\": 1696, \"avg_response\": 0.5900258256363556}, {\"age_of_policyholder\": \"0.442307692307692\", \"support\": 1691, \"avg_response\": 0.607874100945333}, {\"age_of_policyholder\": \"0.326923076923077\", \"support\": 1691, \"avg_response\": 0.5355402105196043}, {\"age_of_policyholder\": \"0.461538461538462\", \"support\": 1670, \"avg_response\": 0.6287814483549836}, {\"age_of_policyholder\": \"0.336538461538461\", \"support\": 1652, \"avg_response\": 0.5474548150856999}, {\"age_of_policyholder\": \"0.480769230769231\", \"support\": 1651, \"avg_response\": 0.6121135285118541}, {\"age_of_policyholder\": \"0.413461538461538\", \"support\": 1650, \"avg_response\": 0.5859127182577305}, {\"age_of_policyholder\": \"0.384615384615385\", \"support\": 1622, \"avg_response\": 0.5658606054965081}, {\"age_of_policyholder\": \"0.451923076923077\", \"support\": 1614, \"avg_response\": 0.6099787636782054}, {\"age_of_policyholder\": \"0.423076923076923\", \"support\": 1613, \"avg_response\": 0.5887040617728388}, {\"age_of_policyholder\": \"0.317307692307692\", \"support\": 1599, \"avg_response\": 0.5383392485331499}, {\"age_of_policyholder\": \"0.307692307692308\", \"support\": 1584, \"avg_response\": 0.5400897162846676}, {\"age_of_policyholder\": \"0.5\", \"support\": 1566, \"avg_response\": 0.6314846947244803}, {\"age_of_policyholder\": \"0.490384615384615\", \"support\": 1563, \"avg_response\": 0.6079316104651179}, {\"age_of_policyholder\": \"0.298076923076923\", \"support\": 1541, \"avg_response\": 0.5249622178762685}, {\"age_of_policyholder\": \"0.509615384615385\", \"support\": 1521, \"avg_response\": 0.6290060699449752}, {\"age_of_policyholder\": \"0.519230769230769\", \"support\": 1419, \"avg_response\": 0.6113180227987429}, {\"age_of_policyholder\": \"0.288461538461538\", \"support\": 1408, \"avg_response\": 0.5138178417043618}, {\"age_of_policyholder\": \"0.528846153846154\", \"support\": 1360, \"avg_response\": 0.6326362564105}, {\"age_of_policyholder\": \"0.538461538461538\", \"support\": 1298, \"avg_response\": 0.63059802570493}, {\"age_of_policyholder\": \"0.548076923076923\", \"support\": 1202, \"avg_response\": 0.6279029419463994}, {\"age_of_policyholder\": \"0.557692307692308\", \"support\": 1118, \"avg_response\": 0.620643458904275}, {\"age_of_policyholder\": \"0.567307692307692\", \"support\": 1046, \"avg_response\": 0.6314596636075613}, {\"age_of_policyholder\": \"0.576923076923077\", \"support\": 927, \"avg_response\": 0.6184797068529413}, {\"age_of_policyholder\": \"0.586538461538462\", \"support\": 891, \"avg_response\": 0.6442969282401639}, {\"age_of_policyholder\": \"0.596153846153846\", \"support\": 829, \"avg_response\": 0.6659833019911936}, {\"age_of_policyholder\": \"0.605769230769231\", \"support\": 735, \"avg_response\": 0.68016406480962}, {\"age_of_policyholder\": \"0.615384615384615\", \"support\": 703, \"avg_response\": 0.6357983157586307}, {\"age_of_policyholder\": \"0.625\", \"support\": 675, \"avg_response\": 0.669708981677247}, {\"age_of_policyholder\": \"0.644230769230769\", \"support\": 619, \"avg_response\": 0.6655895095169458}, {\"age_of_policyholder\": \"0.634615384615385\", \"support\": 593, \"avg_response\": 0.6834319389185876}, {\"age_of_policyholder\": \"0.653846153846154\", \"support\": 560, \"avg_response\": 0.7522376330054883}, {\"age_of_policyholder\": \"0.663461538461538\", \"support\": 488, \"avg_response\": 0.7130693563784225}, {\"age_of_policyholder\": \"0.673076923076923\", \"support\": 488, \"avg_response\": 0.7104786415876062}, {\"age_of_policyholder\": \"0.682692307692308\", \"support\": 463, \"avg_response\": 0.7203229169903616}, {\"age_of_policyholder\": \"0.701923076923077\", \"support\": 447, \"avg_response\": 0.7259743604789797}, {\"age_of_policyholder\": \"0.692307692307692\", \"support\": 416, \"avg_response\": 0.7341166965589304}, {\"age_of_policyholder\": \"0.711538461538462\", \"support\": 372, \"avg_response\": 0.7524193105094773}, {\"age_of_policyholder\": \"0.721153846153846\", \"support\": 345, \"avg_response\": 0.7668545668892908}, {\"age_of_policyholder\": \"0.730769230769231\", \"support\": 334, \"avg_response\": 0.7675475617153185}, {\"age_of_policyholder\": \"0.75\", \"support\": 287, \"avg_response\": 0.7650079226150482}, {\"age_of_policyholder\": \"0.740384615384615\", \"support\": 286, \"avg_response\": 0.741796538982537}, {\"age_of_policyholder\": \"0.759615384615385\", \"support\": 233, \"avg_response\": 0.8072516449574222}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 54.19}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c221ca0e1f79fb7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c221ca0e1f79fb7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..733efe855ec54a3017709ace98dcc705603993b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c221ca0e1f79fb7/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:33.189612+00:00", + "ended_at": "2026-05-19T16:31:33.245425+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_9c221ca0e1f79fb7", + "problem_id": "v2p_m2_8183172d80f9402e", + "dataset_id": "m2", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=policy_tenure, key_col=age_of_policyholder.", + "bindings": { + "key_col": "age_of_policyholder", + "measure_col": "policy_tenure", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "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_f/m2/sql/v2q_m2_9c221ca0e1f79fb7.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_f/m2/artifacts/v2q_m2_9c221ca0e1f79fb7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c221ca0e1f79fb7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c221ca0e1f79fb7/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_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9bb61073ce65e15ec99486f10c6a52a158e74487 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:13.593132+00:00", + "ended_at": "2026-05-19T16:26:17.082277+00:00", + "elapsed_ms": 3489.09, + "returncode": 1, + "prompt_metrics": { + "chars": 21478, + "bytes_utf8": 21478, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..616a528343e1d9bfd16fa5adbf0799492528a349 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:18.085245+00:00", + "ended_at": "2026-05-19T16:26:21.735101+00:00", + "elapsed_ms": 3649.81, + "returncode": 1, + "prompt_metrics": { + "chars": 21478, + "bytes_utf8": 21478, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c36d1ff3689c66d87b8736753e4d6b7244f050b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=displacement.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "displacement", + "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": 1493.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c36d1ff3689c66d87b8736753e4d6b7244f050b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=displacement.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "displacement", + "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": 1493.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..17fd882a0c401c45f712fd1256ef936dd663de33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-2c61-72c3-8f32-6549e1e610d6"} +{"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_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1128770d65951143137ea959873cdbb377512854 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-2c61-72c3-8f32-6549e1e610d6"} +{"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_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ca7892484c2d7454399f5b5bd57af6de8ead73f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-3dc7-7432-acfe-a39d5fd1ffff"} +{"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_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..926a74ff7d147a6caf6b4a06777748d6a595d611 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-3dc7-7432-acfe-a39d5fd1ffff"} +{"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_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..160d659703d8bf21de009d05a4c5356d3f14c76d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:26:13.574381+00:00", + "ended_at": "2026-05-19T16:26:21.736228+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_9c2cd1b578756d62", + "problem_id": "v2p_m2_b125fdf4eac3149d", + "dataset_id": "m2", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=displacement.", + "bindings": { + "measure_col": "displacement", + "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": 1493.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=111" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97239c8f35e8078e383dee97efdc6a48cdbacd45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9c2cd1b578756d62/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:17.083398+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": 3489.09, "started_at": "2026-05-19T16:26:13.593132+00:00", "ended_at": "2026-05-19T16:26:17.082277+00:00", "prompt_metrics": {"chars": 21478, "bytes_utf8": 21478, "lines": 622, "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\":\"019e410f-2c61-72c3-8f32-6549e1e610d6\"}\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": "2026-05-19T16:26:21.736115+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": 3649.81, "started_at": "2026-05-19T16:26:18.085245+00:00", "ended_at": "2026-05-19T16:26:21.735101+00:00", "prompt_metrics": {"chars": 21478, "bytes_utf8": 21478, "lines": 622, "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\":\"019e410f-3dc7-7432-acfe-a39d5fd1ffff\"}\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_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..56cd296a804eaabceaa3c239ea15db3472959f1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:10:51.747315+00:00", + "ended_at": "2026-05-19T16:10:59.606508+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_9d3a0004b8a26939", + "problem_id": "v2p_m2_8b270fb7d62be81b", + "dataset_id": "m2", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "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 Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=width, measure_col=length.", + "bindings": { + "group_col": "width", + "measure_col": "length", + "item_col": "age_of_car", + "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": 3990.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "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_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c54947e74f7759a7dfa2f335882ae6c2785f43d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:55.073628+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": 3316.92, "started_at": "2026-05-19T16:10:51.755911+00:00", "ended_at": "2026-05-19T16:10:55.072859+00:00", "prompt_metrics": {"chars": 21938, "bytes_utf8": 21938, "lines": 626, "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\":\"019e4101-1b0f-7f20-8daf-b24cb02de1e0\"}\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": "2026-05-19T16:10:59.606412+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": 3530.83, "started_at": "2026-05-19T16:10:56.074759+00:00", "ended_at": "2026-05-19T16:10:59.605623+00:00", "prompt_metrics": {"chars": 21938, "bytes_utf8": 21938, "lines": 626, "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\":\"019e4101-2bc8-7ba0-8908-e3c1326b8925\"}\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_f/m2/artifacts/v2q_m2_9dd5d74cbf5630d0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9dd5d74cbf5630d0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..493da40314c300993454b86d5134910706fafcd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9dd5d74cbf5630d0/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0.01", "support": 6362, "support_share": 0.1085813762971054, "support_rank": 1}, {"value_label": "0", "support": 5257, "support_share": 0.08972214636810485, "support_rank": 2}, {"value_label": "0.02", "support": 5189, "support_share": 0.08856157837247405, "support_rank": 3}, {"value_label": "0.03", "support": 4415, "support_share": 0.0753515838339705, "support_rank": 4}, {"value_label": "0.04", "support": 3763, "support_share": 0.06422378481703987, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9dd5d74cbf5630d0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9dd5d74cbf5630d0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..47bae01e9501092aca08e9d674e512714ba9d9c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9dd5d74cbf5630d0/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_9dd5d74cbf5630d0 +-- problem_id: v2p_m2_8703473a001a55dd +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "age_of_car" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "age_of_car" +) +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_f/m2/artifacts/v2q_m2_9dd5d74cbf5630d0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9dd5d74cbf5630d0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53f6bfe382067835a897a13c5f57ad18ac276e9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9dd5d74cbf5630d0/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_f\n-- sql_source_dataset_id: m2\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_m2_9dd5d74cbf5630d0\n-- problem_id: v2p_m2_8703473a001a55dd\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"age_of_car\" AS value_label, COUNT(*) AS support\n FROM \"m2\"\n GROUP BY \"age_of_car\"\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_f\\n-- sql_source_dataset_id: m2\\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_m2_9dd5d74cbf5630d0\\n-- problem_id: v2p_m2_8703473a001a55dd\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"age_of_car\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m2\\\"\\n GROUP BY \\\"age_of_car\\\"\\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\": \"0.01\", \"support\": 6362, \"support_share\": 0.1085813762971054, \"support_rank\": 1}, {\"value_label\": \"0\", \"support\": 5257, \"support_share\": 0.08972214636810485, \"support_rank\": 2}, {\"value_label\": \"0.02\", \"support\": 5189, \"support_share\": 0.08856157837247405, \"support_rank\": 3}, {\"value_label\": \"0.03\", \"support\": 4415, \"support_share\": 0.0753515838339705, \"support_rank\": 4}, {\"value_label\": \"0.04\", \"support\": 3763, \"support_share\": 0.06422378481703987, \"support_rank\": 5}, {\"value_label\": \"0.05\", \"support\": 3342, \"support_share\": 0.05703850354997269, \"support_rank\": 6}, {\"value_label\": \"0.1\", \"support\": 3123, \"support_share\": 0.05330079191698525, \"support_rank\": 7}, {\"value_label\": \"0.06\", \"support\": 3053, \"support_share\": 0.05210608956854178, \"support_rank\": 8}, {\"value_label\": \"0.07\", \"support\": 2888, \"support_share\": 0.04929000546149645, \"support_rank\": 9}, {\"value_label\": \"0.08\", \"support\": 2730, \"support_share\": 0.046593391589295464, \"support_rank\": 10}, {\"value_label\": \"0.09\", \"support\": 2643, \"support_share\": 0.04510854724194429, \"support_rank\": 11}, {\"value_label\": \"0.12\", \"support\": 2506, \"support_share\": 0.04277034407427635, \"support_rank\": 12}, {\"value_label\": \"0.11\", \"support\": 2442, \"support_share\": 0.04167804478427089, \"support_rank\": 13}, {\"value_label\": \"0.13\", \"support\": 2315, \"support_share\": 0.0395105133806663, \"support_rank\": 14}, {\"value_label\": \"0.14\", \"support\": 2151, \"support_share\": 0.03671149645002731, \"support_rank\": 15}, {\"value_label\": \"0.15\", \"support\": 1964, \"support_share\": 0.0335199344620426, \"support_rank\": 16}, {\"value_label\": \"0.16\", \"support\": 1291, \"support_share\": 0.02203372474057892, \"support_rank\": 17}, {\"value_label\": \"0.17\", \"support\": 931, \"support_share\": 0.0158895412342982, \"support_rank\": 18}, {\"value_label\": \"0.18\", \"support\": 738, \"support_share\": 0.012595576187875478, \"support_rank\": 19}, {\"value_label\": \"0.19\", \"support\": 458, \"support_share\": 0.007816766794101584, \"support_rank\": 20}, {\"value_label\": \"0.2\", \"support\": 287, \"support_share\": 0.004898279628618241, \"support_rank\": 21}, {\"value_label\": \"0.21\", \"support\": 172, \"support_share\": 0.002935554341889678, \"support_rank\": 22}, {\"value_label\": \"0.22\", \"support\": 148, \"support_share\": 0.0025259421081376297, \"support_rank\": 23}, {\"value_label\": \"0.23\", \"support\": 90, \"support_share\": 0.0015360458765701801, \"support_rank\": 24}, {\"value_label\": \"0.24\", \"support\": 65, \"support_share\": 0.0011093664664117969, \"support_rank\": 25}, {\"value_label\": \"0.25\", \"support\": 46, \"support_share\": 0.0007850901146914254, \"support_rank\": 26}, {\"value_label\": \"0.3\", \"support\": 32, \"support_share\": 0.0005461496450027307, \"support_rank\": 27}, {\"value_label\": \"0.27\", \"support\": 29, \"support_share\": 0.0004949481157837248, \"support_rank\": 28}, {\"value_label\": \"0.31\", \"support\": 26, \"support_share\": 0.00044374658656471874, \"support_rank\": 29}, {\"value_label\": \"0.28\", \"support\": 25, \"support_share\": 0.0004266794101583834, \"support_rank\": 30}, {\"value_label\": \"0.26\", \"support\": 24, \"support_share\": 0.00040961223375204805, \"support_rank\": 31}, {\"value_label\": \"0.29\", \"support\": 21, \"support_share\": 0.0003584107045330421, \"support_rank\": 32}, {\"value_label\": \"0.32\", \"support\": 13, \"support_share\": 0.00022187329328235937, \"support_rank\": 33}, {\"value_label\": \"0.33\", \"support\": 12, \"support_share\": 0.00020480611687602403, \"support_rank\": 34}, {\"value_label\": \"0.36\", \"support\": 8, \"support_share\": 0.00013653741125068268, \"support_rank\": 35}, {\"value_label\": \"0.34\", \"support\": 6, \"support_share\": 0.00010240305843801201, \"support_rank\": 36}, {\"value_label\": \"0.39\", \"support\": 5, \"support_share\": 8.533588203167668e-05, \"support_rank\": 37}, {\"value_label\": \"0.38\", \"support\": 4, \"support_share\": 6.826870562534134e-05, \"support_rank\": 38}, {\"value_label\": \"0.37\", \"support\": 3, \"support_share\": 5.120152921900601e-05, \"support_rank\": 39}, {\"value_label\": \"1\", \"support\": 3, \"support_share\": 5.120152921900601e-05, \"support_rank\": 40}, {\"value_label\": \"0.44\", \"support\": 2, \"support_share\": 3.413435281267067e-05, \"support_rank\": 41}, {\"value_label\": \"0.46\", \"support\": 2, \"support_share\": 3.413435281267067e-05, \"support_rank\": 42}, {\"value_label\": \"0.49\", \"support\": 2, \"support_share\": 3.413435281267067e-05, \"support_rank\": 43}, {\"value_label\": \"0.35\", \"support\": 1, \"support_share\": 1.7067176406335334e-05, \"support_rank\": 44}, {\"value_label\": \"0.42\", \"support\": 1, \"support_share\": 1.7067176406335334e-05, \"support_rank\": 45}, {\"value_label\": \"0.45\", \"support\": 1, \"support_share\": 1.7067176406335334e-05, \"support_rank\": 46}, {\"value_label\": \"0.62\", \"support\": 1, \"support_share\": 1.7067176406335334e-05, \"support_rank\": 47}, {\"value_label\": \"0.81\", \"support\": 1, \"support_share\": 1.7067176406335334e-05, \"support_rank\": 48}, {\"value_label\": \"0.82\", \"support\": 1, \"support_share\": 1.7067176406335334e-05, \"support_rank\": 49}], \"row_count_returned\": 49, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 33.89}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9dd5d74cbf5630d0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9dd5d74cbf5630d0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ba8e7b26ef4004707e86681d11ac650fe81f2318 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9dd5d74cbf5630d0/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:32.564474+00:00", + "ended_at": "2026-05-19T16:31:32.599623+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_9dd5d74cbf5630d0", + "problem_id": "v2p_m2_8703473a001a55dd", + "dataset_id": "m2", + "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=age_of_car.", + "bindings": { + "group_col": "age_of_car" + }, + "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_f/m2/sql/v2q_m2_9dd5d74cbf5630d0.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_f/m2/artifacts/v2q_m2_9dd5d74cbf5630d0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9dd5d74cbf5630d0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9dd5d74cbf5630d0/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_f/m2/artifacts/v2q_m2_9e921e49fde347d7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0bb92421e8de9e1b031d1b6c2adc0b9fd9970fd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:15.802562+00:00", + "ended_at": "2026-05-19T16:31:24.183445+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_9e921e49fde347d7", + "problem_id": "v2p_m2_99805d55c3f385f2", + "dataset_id": "m2", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "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 Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=is_tpms, measure_col=airbags.", + "bindings": { + "group_col": "is_tpms", + "measure_col": "airbags", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "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", + "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_f/m2/artifacts/v2q_m2_9e921e49fde347d7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f55b9124b3b955d82d259cb6561efcc5222a2dd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:31:19.519095+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": 3700.98, "started_at": "2026-05-19T16:31:15.816860+00:00", "ended_at": "2026-05-19T16:31:19.517882+00:00", "prompt_metrics": {"chars": 21613, "bytes_utf8": 21613, "lines": 624, "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\":\"019e4113-c8ef-7c33-9b37-89b040596c02\"}\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": "2026-05-19T16:31:24.183328+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": 3659.86, "started_at": "2026-05-19T16:31:20.522332+00:00", "ended_at": "2026-05-19T16:31:24.182255+00:00", "prompt_metrics": {"chars": 21613, "bytes_utf8": 21613, "lines": 624, "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\":\"019e4113-db4c-7513-9214-61a09f07f9b4\"}\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_f/m2/artifacts/v2q_m2_a1b376de8df7857c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a7614148b7a0e72351b7685423c833504e3e184e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:08:32.537606+00:00", + "ended_at": "2026-05-19T16:08:39.937169+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_a1b376de8df7857c", + "problem_id": "v2p_m2_fdd1ac629bb611c6", + "dataset_id": "m2", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=model, measure_col=displacement.", + "bindings": { + "group_col": "model", + "measure_col": "displacement", + "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": 1493.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "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", + "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_f/m2/artifacts/v2q_m2_a1b376de8df7857c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..734983dd2952930f49cb886e5556334d76466f32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:35.486153+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": 2939.27, "started_at": "2026-05-19T16:08:32.545944+00:00", "ended_at": "2026-05-19T16:08:35.485247+00:00", "prompt_metrics": {"chars": 21536, "bytes_utf8": 21536, "lines": 624, "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\":\"019e40fe-fb1d-7ba1-84bc-2a032f736795\"}\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": "2026-05-19T16:08:39.937077+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": 3449.07, "started_at": "2026-05-19T16:08:36.487204+00:00", "ended_at": "2026-05-19T16:08:39.936302+00:00", "prompt_metrics": {"chars": 21536, "bytes_utf8": 21536, "lines": 624, "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\":\"019e40ff-0a88-7012-a3a1-ee5c8aa9a843\"}\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_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d0c41d4708b26f58cddc2c1c6609219c2df1ba50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:16:18.456720+00:00", + "ended_at": "2026-05-19T16:16:27.256726+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_a1fcfbffba0518be", + "problem_id": "v2p_m2_788c07098a6e97cc", + "dataset_id": "m2", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "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 Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=airbags.", + "bindings": { + "measure_col": "airbags", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=65" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b01a4dde95df514a95c386e4cd6a8eb9776e1faf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:22.925536+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": 4452.98, "started_at": "2026-05-19T16:16:18.471045+00:00", "ended_at": "2026-05-19T16:16:22.924081+00:00", "prompt_metrics": {"chars": 21699, "bytes_utf8": 21699, "lines": 622, "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\":\"019e4106-177f-7b32-be32-5e8e6bb0bc98\"}\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": "2026-05-19T16:16:27.256615+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": 3327.91, "started_at": "2026-05-19T16:16:23.927488+00:00", "ended_at": "2026-05-19T16:16:27.255454+00:00", "prompt_metrics": {"chars": 21699, "bytes_utf8": 21699, "lines": 622, "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\":\"019e4106-2d2c-7131-ae98-90eb049f7578\"}\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_f/m2/artifacts/v2q_m2_a626311831b0c649/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b75cf46c3b7f5c5c234075cccdeef76e54df7f06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:16:27.257243+00:00", + "ended_at": "2026-05-19T16:16:37.499130+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_a626311831b0c649", + "problem_id": "v2p_m2_7f8d4928c61042ff", + "dataset_id": "m2", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "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 Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=displacement.", + "bindings": { + "measure_col": "displacement", + "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": 1493.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=66" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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", + "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_f/m2/artifacts/v2q_m2_a626311831b0c649/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ca05c670f5600549d44596b00a31ec71279722a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:30.287301+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": 3014.49, "started_at": "2026-05-19T16:16:27.271765+00:00", "ended_at": "2026-05-19T16:16:30.286298+00:00", "prompt_metrics": {"chars": 21713, "bytes_utf8": 21713, "lines": 622, "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\":\"019e4106-3a0c-7442-91c3-859c0d636f5e\"}\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": "2026-05-19T16:16:37.498980+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": 6208.76, "started_at": "2026-05-19T16:16:31.289085+00:00", "ended_at": "2026-05-19T16:16:37.497895+00:00", "prompt_metrics": {"chars": 21713, "bytes_utf8": 21713, "lines": 622, "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\":\"019e4106-4999-7fc0-a782-0689fb3b335a\"}\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_f/m2/artifacts/v2q_m2_a8342559b683d8e2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a8342559b683d8e2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c931590d16b35faa9308d603d3b68f947d6f7385 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a8342559b683d8e2/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Yes", "support": 42435, "support_share": 0.72424563080284, "support_rank": 1}, {"value_label": "No", "support": 16157, "support_share": 0.27575436919716, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a8342559b683d8e2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a8342559b683d8e2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..064856d9ec128e8034b06e1bb7a3f524f0b17964 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a8342559b683d8e2/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_a8342559b683d8e2 +-- problem_id: v2p_m2_b2f9dd4d43d44545 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "is_ecw" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "is_ecw" +) +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_f/m2/artifacts/v2q_m2_a8342559b683d8e2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a8342559b683d8e2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1fc043bf38b044902aca7031713b15128cb7fdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a8342559b683d8e2/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_f\n-- sql_source_dataset_id: m2\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_m2_a8342559b683d8e2\n-- problem_id: v2p_m2_b2f9dd4d43d44545\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"is_ecw\" AS value_label, COUNT(*) AS support\n FROM \"m2\"\n GROUP BY \"is_ecw\"\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_f\\n-- sql_source_dataset_id: m2\\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_m2_a8342559b683d8e2\\n-- problem_id: v2p_m2_b2f9dd4d43d44545\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"is_ecw\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m2\\\"\\n GROUP BY \\\"is_ecw\\\"\\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\": \"Yes\", \"support\": 42435, \"support_share\": 0.72424563080284, \"support_rank\": 1}, {\"value_label\": \"No\", \"support\": 16157, \"support_share\": 0.27575436919716, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.02}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a8342559b683d8e2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a8342559b683d8e2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b1fc62e0035c71a3dc649d6f1ec6826f690e916e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a8342559b683d8e2/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:32.873531+00:00", + "ended_at": "2026-05-19T16:31:32.896467+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_a8342559b683d8e2", + "problem_id": "v2p_m2_b2f9dd4d43d44545", + "dataset_id": "m2", + "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=is_ecw.", + "bindings": { + "group_col": "is_ecw" + }, + "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_f/m2/sql/v2q_m2_a8342559b683d8e2.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_f/m2/artifacts/v2q_m2_a8342559b683d8e2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a8342559b683d8e2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a8342559b683d8e2/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_f/m2/artifacts/v2q_m2_a94db6b673e79417/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..800b9c07a5458679697947dc6dbded14b28975cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:18:13.828580+00:00", + "ended_at": "2026-05-19T16:18:21.201842+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_a94db6b673e79417", + "problem_id": "v2p_m2_3c9d1688523493dd", + "dataset_id": "m2", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "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 Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_central_locking, measure_col=age_of_car.", + "bindings": { + "group_col": "is_central_locking", + "measure_col": "age_of_car", + "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": 0.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "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", + "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_f/m2/artifacts/v2q_m2_a94db6b673e79417/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3dee916e543f937c5ab7a209f856cf666bab1d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:16.909248+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": 3064.48, "started_at": "2026-05-19T16:18:13.843942+00:00", "ended_at": "2026-05-19T16:18:16.908466+00:00", "prompt_metrics": {"chars": 22110, "bytes_utf8": 22110, "lines": 624, "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\":\"019e4107-da7e-7753-9cf7-415685a69d62\"}\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": "2026-05-19T16:18:21.201752+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": 3290.08, "started_at": "2026-05-19T16:18:17.910814+00:00", "ended_at": "2026-05-19T16:18:21.200930+00:00", "prompt_metrics": {"chars": 22110, "bytes_utf8": 22110, "lines": 624, "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\":\"019e4107-e9b5-7003-9477-1c1a635049ac\"}\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_f/m2/artifacts/v2q_m2_abdc7d11846235b5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_abdc7d11846235b5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..144674c580fed6bd327ad498e0fe8af1b6e7fd22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_abdc7d11846235b5/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"age_of_car": "0.01", "support": 6362, "avg_response": 0.4781348995236137}, {"age_of_car": "0", "support": 5257, "avg_response": 0.47856703882003476}, {"age_of_car": "0.02", "support": 5189, "avg_response": 0.47634974872881986}, {"age_of_car": "0.03", "support": 4415, "avg_response": 0.47589946859482535}, {"age_of_car": "0.04", "support": 3763, "avg_response": 0.4761902328338682}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_abdc7d11846235b5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_abdc7d11846235b5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..13dfb232bad1d3944df54ed281fe3b2d30fbd85b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_abdc7d11846235b5/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_abdc7d11846235b5 +-- problem_id: v2p_m2_e9e69bd5a94598db +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "age_of_car", + COUNT(*) AS support, + AVG("age_of_policyholder") AS avg_response +FROM "m2" +GROUP BY "age_of_car" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_abdc7d11846235b5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_abdc7d11846235b5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d287fff8f0cd38738cf942072a6e455a074caa74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_abdc7d11846235b5/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_f\n-- sql_source_dataset_id: m2\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m2_abdc7d11846235b5\n-- problem_id: v2p_m2_e9e69bd5a94598db\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"age_of_car\",\n COUNT(*) AS support,\n AVG(\"age_of_policyholder\") AS avg_response\nFROM \"m2\"\nGROUP BY \"age_of_car\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: m2\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m2_abdc7d11846235b5\\n-- problem_id: v2p_m2_e9e69bd5a94598db\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"age_of_car\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age_of_policyholder\\\") AS avg_response\\nFROM \\\"m2\\\"\\nGROUP BY \\\"age_of_car\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"age_of_car\", \"support\", \"avg_response\"], \"rows\": [{\"age_of_car\": \"0.01\", \"support\": 6362, \"avg_response\": 0.4781348995236137}, {\"age_of_car\": \"0\", \"support\": 5257, \"avg_response\": 0.47856703882003476}, {\"age_of_car\": \"0.02\", \"support\": 5189, \"avg_response\": 0.47634974872881986}, {\"age_of_car\": \"0.03\", \"support\": 4415, \"avg_response\": 0.47589946859482535}, {\"age_of_car\": \"0.04\", \"support\": 3763, \"avg_response\": 0.4761902328338682}, {\"age_of_car\": \"0.05\", \"support\": 3342, \"avg_response\": 0.47179832435667257}, {\"age_of_car\": \"0.1\", \"support\": 3123, \"avg_response\": 0.4562704746422325}, {\"age_of_car\": \"0.06\", \"support\": 3053, \"avg_response\": 0.46688314142457604}, {\"age_of_car\": \"0.07\", \"support\": 2888, \"avg_response\": 0.4589048849350096}, {\"age_of_car\": \"0.08\", \"support\": 2730, \"avg_response\": 0.46325725556494785}, {\"age_of_car\": \"0.09\", \"support\": 2643, \"avg_response\": 0.45763118833493405}, {\"age_of_car\": \"0.12\", \"support\": 2506, \"avg_response\": 0.46506461415679295}, {\"age_of_car\": \"0.11\", \"support\": 2442, \"avg_response\": 0.46212514962514956}, {\"age_of_car\": \"0.13\", \"support\": 2315, \"avg_response\": 0.4615675361355707}, {\"age_of_car\": \"0.14\", \"support\": 2151, \"avg_response\": 0.46264706934162997}, {\"age_of_car\": \"0.15\", \"support\": 1964, \"avg_response\": 0.4575630581231396}, {\"age_of_car\": \"0.16\", \"support\": 1291, \"avg_response\": 0.4653369481022463}, {\"age_of_car\": \"0.17\", \"support\": 931, \"avg_response\": 0.4643166983392547}, {\"age_of_car\": \"0.18\", \"support\": 738, \"avg_response\": 0.46673702313946214}, {\"age_of_car\": \"0.19\", \"support\": 458, \"avg_response\": 0.4666400738998992}, {\"age_of_car\": \"0.2\", \"support\": 287, \"avg_response\": 0.47688287322433665}, {\"age_of_car\": \"0.21\", \"support\": 172, \"avg_response\": 0.49457737030411447}, {\"age_of_car\": \"0.22\", \"support\": 148, \"avg_response\": 0.4747920997920998}, {\"age_of_car\": \"0.23\", \"support\": 90, \"avg_response\": 0.5125}, {\"age_of_car\": \"0.24\", \"support\": 65, \"avg_response\": 0.5014792899408284}, {\"age_of_car\": \"0.25\", \"support\": 46, \"avg_response\": 0.49874581939799334}, {\"age_of_car\": \"0.3\", \"support\": 32, \"avg_response\": 0.5033052884615384}, {\"age_of_car\": \"0.27\", \"support\": 29, \"avg_response\": 0.5235411140583552}, {\"age_of_car\": \"0.31\", \"support\": 26, \"avg_response\": 0.5303254437869822}, {\"age_of_car\": \"0.28\", \"support\": 25, \"avg_response\": 0.45576923076923065}, {\"age_of_car\": \"0.26\", \"support\": 24, \"avg_response\": 0.5160256410256411}, {\"age_of_car\": \"0.29\", \"support\": 21, \"avg_response\": 0.5178571428571428}, {\"age_of_car\": \"0.32\", \"support\": 13, \"avg_response\": 0.45562130177514776}, {\"age_of_car\": \"0.33\", \"support\": 12, \"avg_response\": 0.5689102564102565}, {\"age_of_car\": \"0.36\", \"support\": 8, \"avg_response\": 0.5192307692307693}, {\"age_of_car\": \"0.34\", \"support\": 6, \"avg_response\": 0.6217948717948718}, {\"age_of_car\": \"0.39\", \"support\": 5, \"avg_response\": 0.4153846153846154}], \"row_count_returned\": 37, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 50.69}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_abdc7d11846235b5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_abdc7d11846235b5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3723ba193a4fa8e4102db5ad6910c398a4965227 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_abdc7d11846235b5/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:33.137422+00:00", + "ended_at": "2026-05-19T16:31:33.189094+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_abdc7d11846235b5", + "problem_id": "v2p_m2_e9e69bd5a94598db", + "dataset_id": "m2", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=age_of_policyholder, key_col=age_of_car.", + "bindings": { + "key_col": "age_of_car", + "measure_col": "age_of_policyholder", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "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_f/m2/sql/v2q_m2_abdc7d11846235b5.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_f/m2/artifacts/v2q_m2_abdc7d11846235b5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_abdc7d11846235b5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_abdc7d11846235b5/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_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a3d3d9c25401b6da3beef47ba3d5ac979937996b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:46.252116+00:00", + "ended_at": "2026-05-19T16:16:50.624536+00:00", + "elapsed_ms": 4372.38, + "returncode": 1, + "prompt_metrics": { + "chars": 21702, + "bytes_utf8": 21702, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a995fb9859a397aba3460c0372d3366dcc6de8d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:51.626982+00:00", + "ended_at": "2026-05-19T16:16:56.437081+00:00", + "elapsed_ms": 4810.04, + "returncode": 1, + "prompt_metrics": { + "chars": 21702, + "bytes_utf8": 21702, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecce9050f332496087ee8f2aff4a57660d7bc7a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=gear_box.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "gear_box", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecce9050f332496087ee8f2aff4a57660d7bc7a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=gear_box.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "gear_box", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7525c3059e0aa395bed9077601acca4acb71cb86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-8428-7cb1-9fbc-988756daba18"} +{"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_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22666128e38fefddd00909767f7a4ade4d345a27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-8428-7cb1-9fbc-988756daba18"} +{"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_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..44f503967abb64e15a0a6d4bacf2187583dc7a48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-9956-70c1-b369-2e1050ec1d0b"} +{"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_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee363ba1b3a7beef6cc3a35e6556a6bfd2180fcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-9956-70c1-b369-2e1050ec1d0b"} +{"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_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..17878ace8fceb22714268f01248bf5ae401bae79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:16:46.238202+00:00", + "ended_at": "2026-05-19T16:16:56.438297+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_ad4c3bc4a25e6f29", + "problem_id": "v2p_m2_7cb1e6b4532fd4f6", + "dataset_id": "m2", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "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 Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=gear_box.", + "bindings": { + "measure_col": "gear_box", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=68" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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", + "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_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..831452877cf913c354e73ab0c14282474fa33a8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ad4c3bc4a25e6f29/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:50.625549+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": 4372.38, "started_at": "2026-05-19T16:16:46.252116+00:00", "ended_at": "2026-05-19T16:16:50.624536+00:00", "prompt_metrics": {"chars": 21702, "bytes_utf8": 21702, "lines": 622, "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\":\"019e4106-8428-7cb1-9fbc-988756daba18\"}\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": "2026-05-19T16:16:56.438178+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": 4810.04, "started_at": "2026-05-19T16:16:51.626982+00:00", "ended_at": "2026-05-19T16:16:56.437081+00:00", "prompt_metrics": {"chars": 21702, "bytes_utf8": 21702, "lines": 622, "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\":\"019e4106-9956-70c1-b369-2e1050ec1d0b\"}\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_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bf29f6bf6cf5c90ba9e1b40e19d9f2c9bba21bb0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:20:46.667068+00:00", + "ended_at": "2026-05-19T16:20:59.481333+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_adbb1f578c57e9b0", + "problem_id": "v2p_m2_525c4d3db392b9fd", + "dataset_id": "m2", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "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 Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=population_density, measure_col=height.", + "bindings": { + "group_col": "population_density", + "measure_col": "height", + "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": 1635.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "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", + "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_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73a2addf7763e9b6faf9f8c51c119e3e3b94f2cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:49.745406+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": 3063.33, "started_at": "2026-05-19T16:20:46.681247+00:00", "ended_at": "2026-05-19T16:20:49.744618+00:00", "prompt_metrics": {"chars": 21727, "bytes_utf8": 21727, "lines": 624, "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\":\"019e410a-2eff-7e40-804f-a044efd2fe2b\"}\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": "2026-05-19T16:20:59.481137+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": 8732.97, "started_at": "2026-05-19T16:20:50.746510+00:00", "ended_at": "2026-05-19T16:20:59.479517+00:00", "prompt_metrics": {"chars": 21727, "bytes_utf8": 21727, "lines": 624, "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\":\"019e410a-3ecc-7650-9a71-31c52037975a\"}\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_f/m2/artifacts/v2q_m2_b0b84e930217c11c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..df7c8e590748e90ab2933bfd38802125b56d34cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:28:38.028970+00:00", + "ended_at": "2026-05-19T16:28:46.190567+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_b0b84e930217c11c", + "problem_id": "v2p_m2_cfaa2b4d6136e0a2", + "dataset_id": "m2", + "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=age_of_car.", + "bindings": { + "group_col": "age_of_car", + "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": 1493.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=1/2", + "binding_index=126" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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", + "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_f/m2/artifacts/v2q_m2_b0b84e930217c11c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ccd1bf779b361b8609b35848def6ab20d11e2d11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:41.659709+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": 3616.42, "started_at": "2026-05-19T16:28:38.041966+00:00", "ended_at": "2026-05-19T16:28:41.658436+00:00", "prompt_metrics": {"chars": 21527, "bytes_utf8": 21527, "lines": 622, "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\":\"019e4111-6084-7ca2-9632-8046d87e9932\"}\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": "2026-05-19T16:28:46.190435+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": 3528.05, "started_at": "2026-05-19T16:28:42.661252+00:00", "ended_at": "2026-05-19T16:28:46.189360+00:00", "prompt_metrics": {"chars": 21527, "bytes_utf8": 21527, "lines": 622, "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\":\"019e4111-7297-76b2-9b15-fdf07e369223\"}\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_f/m2/artifacts/v2q_m2_b16db2e8df579de8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3dda893b471425e518e99fe7369f7eef2af58e37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:29:25.768857+00:00", + "ended_at": "2026-05-19T16:29:33.398536+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_b16db2e8df579de8", + "problem_id": "v2p_m2_471875a0fd591670", + "dataset_id": "m2", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "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 Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fuel_type, measure_col=gross_weight.", + "bindings": { + "group_col": "fuel_type", + "measure_col": "gross_weight", + "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": 1510.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=133" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be28f4e5a30e07774a5ac1f6926a2b400d53fedb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:29.419393+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": 3635.13, "started_at": "2026-05-19T16:29:25.783263+00:00", "ended_at": "2026-05-19T16:29:29.418438+00:00", "prompt_metrics": {"chars": 21625, "bytes_utf8": 21625, "lines": 624, "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\":\"019e4112-1b28-7391-81f7-ae9f5690f166\"}\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": "2026-05-19T16:29:33.398380+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": 2975.02, "started_at": "2026-05-19T16:29:30.421775+00:00", "ended_at": "2026-05-19T16:29:33.396857+00:00", "prompt_metrics": {"chars": 21625, "bytes_utf8": 21625, "lines": 624, "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\":\"019e4112-2d3e-74f3-ba78-928df385b7f9\"}\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_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2caf55d48df9403d243c8a92e0a3084acfb99a90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:40.310842+00:00", + "ended_at": "2026-05-19T16:22:43.649953+00:00", + "elapsed_ms": 3339.07, + "returncode": 1, + "prompt_metrics": { + "chars": 21719, + "bytes_utf8": 21719, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fbe7788fa6a4ef4c616aba00227b157bc5b67fac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:44.653277+00:00", + "ended_at": "2026-05-19T16:22:48.015273+00:00", + "elapsed_ms": 3361.94, + "returncode": 1, + "prompt_metrics": { + "chars": 21719, + "bytes_utf8": 21719, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96d622eb8cf987037ae444cfaa1daa15abdc9f1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fuel_type, measure_col=age_of_car.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fuel_type", + "measure_col": "age_of_car", + "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": 0.09, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..96d622eb8cf987037ae444cfaa1daa15abdc9f1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fuel_type, measure_col=age_of_car.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fuel_type", + "measure_col": "age_of_car", + "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": 0.09, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dffa6e4ae762f10b31d5556a391316f00ff8521a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-eb1e-7482-85b9-a53b332c2b01"} +{"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_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1f00ceca3e49f4ada6fcd612195ccda8c19d063 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-eb1e-7482-85b9-a53b332c2b01"} +{"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_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e22a0a03fd2b687454be22f4a6b47ca7e351f450 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-fc20-7883-b9f9-41f07c25e2cf"} +{"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_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..516bf9b8fdabda28da28d76ee5a7e919dd81f4c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-fc20-7883-b9f9-41f07c25e2cf"} +{"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_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e0ab12531c4b27711364984b3c6b1c0bfe6ecda4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:22:40.296302+00:00", + "ended_at": "2026-05-19T16:22:48.016502+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_b32a45172a80328c", + "problem_id": "v2p_m2_02ff1664203dce50", + "dataset_id": "m2", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "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 Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fuel_type, measure_col=age_of_car.", + "bindings": { + "group_col": "fuel_type", + "measure_col": "age_of_car", + "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": 0.09, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "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", + "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_f/m2/artifacts/v2q_m2_b32a45172a80328c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42ced72a1c833ad9f01c163cca03dcfca9659247 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b32a45172a80328c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:43.651097+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": 3339.07, "started_at": "2026-05-19T16:22:40.310842+00:00", "ended_at": "2026-05-19T16:22:43.649953+00:00", "prompt_metrics": {"chars": 21719, "bytes_utf8": 21719, "lines": 624, "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\":\"019e410b-eb1e-7482-85b9-a53b332c2b01\"}\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": "2026-05-19T16:22:48.016385+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": 3361.94, "started_at": "2026-05-19T16:22:44.653277+00:00", "ended_at": "2026-05-19T16:22:48.015273+00:00", "prompt_metrics": {"chars": 21719, "bytes_utf8": 21719, "lines": 624, "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\":\"019e410b-fc20-7883-b9f9-41f07c25e2cf\"}\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_f/m2/artifacts/v2q_m2_b3528a96a964be81/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb06bd3164bcbe9fc7d247f7c0ecb5bd77f6a761 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=area_cluster, measure_col=age_of_policyholder. +Result preview: [{"area_cluster": "C8", "total_measure": 6546.326923076923}, {"area_cluster": "C2", "total_measure": 3376.701923076923}, {"area_cluster": "C5", "total_measure": 3337.730769230769}, {"area_cluster": "C3", "total_measure": 2793.1442307692305}, {"area_cluster": "C14", "total_measure": 1758.480769230769}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd8d5ff99d734358ffb030f85f18e90d17bd955b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m2_b3528a96a964be81 +-- problem_id: v2p_m2_b0b0ddd2c7201e7f +-- realization_mode: agent +-- source_kind: agent +SELECT "area_cluster", SUM(CAST("age_of_policyholder" AS REAL)) AS "total_measure" +FROM "m2" +GROUP BY "area_cluster" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bda840c79c15da5ba05f9bf5af8f06e6903d160b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/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_h2o_group_sum\nSELECT \"area_cluster\", SUM(CAST(\"age_of_policyholder\" AS REAL)) AS \"total_measure\"\nFROM \"m2\"\nGROUP BY \"area_cluster\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"area_cluster\\\", SUM(CAST(\\\"age_of_policyholder\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"m2\\\"\\nGROUP BY \\\"area_cluster\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"area_cluster\", \"total_measure\"], \"rows\": [{\"area_cluster\": \"C8\", \"total_measure\": 6546.326923076923}, {\"area_cluster\": \"C2\", \"total_measure\": 3376.701923076923}, {\"area_cluster\": \"C5\", \"total_measure\": 3337.730769230769}, {\"area_cluster\": \"C3\", \"total_measure\": 2793.1442307692305}, {\"area_cluster\": \"C14\", \"total_measure\": 1758.480769230769}, {\"area_cluster\": \"C13\", \"total_measure\": 1573.4711538461538}, {\"area_cluster\": \"C10\", \"total_measure\": 1483.2403846153845}, {\"area_cluster\": \"C9\", \"total_measure\": 1289.230769230769}, {\"area_cluster\": \"C7\", \"total_measure\": 934.8461538461537}, {\"area_cluster\": \"C12\", \"total_measure\": 752.4711538461538}, {\"area_cluster\": \"C1\", \"total_measure\": 684.0288461538461}, {\"area_cluster\": \"C11\", \"total_measure\": 600.75}, {\"area_cluster\": \"C19\", \"total_measure\": 458.5384615384615}, {\"area_cluster\": \"C6\", \"total_measure\": 421.0961538461538}, {\"area_cluster\": \"C15\", \"total_measure\": 343.18269230769226}, {\"area_cluster\": \"C4\", \"total_measure\": 296.9711538461538}, {\"area_cluster\": \"C17\", \"total_measure\": 229.2980769230769}, {\"area_cluster\": \"C16\", \"total_measure\": 189.22115384615384}, {\"area_cluster\": \"C21\", \"total_measure\": 180.41346153846155}, {\"area_cluster\": \"C18\", \"total_measure\": 109.99038461538461}, {\"area_cluster\": \"C22\", \"total_measure\": 95.29807692307692}, {\"area_cluster\": \"C20\", \"total_measure\": 49.82692307692307}], \"row_count_returned\": 22, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 65.4}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d0f0701d52754b2287f2bc7496ee8f16106d18ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:07:35.236875+00:00", + "ended_at": "2026-05-19T16:07:43.788072+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_b3528a96a964be81", + "problem_id": "v2p_m2_b0b0ddd2c7201e7f", + "dataset_id": "m2", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=area_cluster, measure_col=age_of_policyholder.", + "bindings": { + "group_col": "area_cluster", + "measure_col": "age_of_policyholder", + "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": 0.509615, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "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_f/m2/sql/v2q_m2_b3528a96a964be81.sql", + "usage_summary": { + "dataset_id": "m2", + "model": "v2-cli:codex", + "run_id": "v2q_m2_b3528a96a964be81", + "api_calls": 0, + "input_tokens": 18351, + "cached_input_tokens": 12032, + "output_tokens": 314, + "total_tokens": 18665, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8471.55, + "sql_execution_elapsed_ms_total": 65.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35cac7521e226adfc12e46162f1369f8af9f54d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:07:43.718570+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": 8471.55, "started_at": "2026-05-19T16:07:35.245118+00:00", "ended_at": "2026-05-19T16:07:43.716694+00:00", "prompt_metrics": {"chars": 21567, "bytes_utf8": 21567, "lines": 624, "estimated_tokens": null}, "response_metrics": {"chars": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 18351, "cached_input_tokens": 12032, "output_tokens": 314, "reasoning_output_tokens": 206}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"area_cluster\\\", SUM(CAST(\\\"age_of_policyholder\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"m2\\\"\\nGROUP BY \\\"area_cluster\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned grouped numeric sum template with \\\"area_cluster\\\" as the grouping column and CAST(\\\"age_of_policyholder\\\" AS REAL) because the schema snapshot shows this measure column is stored as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fba16f78a1d73d369b468bfe5b633bac20dc661d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m2", + "model": "v2-cli:codex", + "run_id": "v2q_m2_b3528a96a964be81", + "api_calls": 0, + "input_tokens": 18351, + "cached_input_tokens": 12032, + "output_tokens": 314, + "total_tokens": 18665, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8471.55, + "sql_execution_elapsed_ms_total": 65.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0d24f1f03cbdb00a2d9e1d1c083d930cbc8ddc7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:13:06.941952+00:00", + "ended_at": "2026-05-19T16:13:14.559546+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_b54480a530c0ed98", + "problem_id": "v2p_m2_b70b9f884df0839a", + "dataset_id": "m2", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "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 Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=is_central_locking, measure_col=make.", + "bindings": { + "group_col": "is_central_locking", + "measure_col": "make", + "item_col": "population_density", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=11", + "sql_variant_index=2/2", + "binding_index=34" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 11, + "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_f/m2/artifacts/v2q_m2_b54480a530c0ed98/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ce459bacf1211bf66d72bc5bb7d3f3dc92f595b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:10.291621+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": 3338.94, "started_at": "2026-05-19T16:13:06.951871+00:00", "ended_at": "2026-05-19T16:13:10.290835+00:00", "prompt_metrics": {"chars": 21960, "bytes_utf8": 21960, "lines": 626, "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\":\"019e4103-2b10-7011-ac4e-7c8a205e8896\"}\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": "2026-05-19T16:13:14.559431+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": 3265.57, "started_at": "2026-05-19T16:13:11.292757+00:00", "ended_at": "2026-05-19T16:13:14.558356+00:00", "prompt_metrics": {"chars": 21960, "bytes_utf8": 21960, "lines": 626, "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\":\"019e4103-3c09-7052-81f3-0988f93005f4\"}\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_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ce347a407f1c563a2ab2a81cdbf2bcf5dab2d493 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:34.200747+00:00", + "ended_at": "2026-05-19T16:12:37.428631+00:00", + "elapsed_ms": 3227.84, + "returncode": 1, + "prompt_metrics": { + "chars": 21993, + "bytes_utf8": 21993, + "lines": 626, + "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_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d9674a585bf9a21123daee49e09979dd81cce93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ab17-7de0-be62-e5b0cedff44d"} +{"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_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b900e83debf0a949f18ac28a1dd655308bd600b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:12:30.024905+00:00", + "ended_at": "2026-05-19T16:12:37.430264+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_b75d8b6fa1119d1d", + "problem_id": "v2p_m2_dc5c1585ae2df651", + "dataset_id": "m2", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "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 Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=is_brake_assist, measure_col=age_of_policyholder.", + "bindings": { + "group_col": "is_brake_assist", + "measure_col": "age_of_policyholder", + "item_col": "age_of_policyholder", + "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": 0.548077, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "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", + "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_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec7f953e2305faf8744b816d925c556db4583f42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:33.198737+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": 3164.59, "started_at": "2026-05-19T16:12:30.033265+00:00", "ended_at": "2026-05-19T16:12:33.197878+00:00", "prompt_metrics": {"chars": 21993, "bytes_utf8": 21993, "lines": 626, "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\":\"019e4102-9b11-7080-8c99-ce49e1b8d5b0\"}\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": "2026-05-19T16:12:37.430092+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": 3227.84, "started_at": "2026-05-19T16:12:34.200747+00:00", "ended_at": "2026-05-19T16:12:37.428631+00:00", "prompt_metrics": {"chars": 21993, "bytes_utf8": 21993, "lines": 626, "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\":\"019e4102-ab17-7de0-be62-e5b0cedff44d\"}\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_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d414d3fa24d4912fe4748e859e8bb82b35810dc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:27:34.739854+00:00", + "ended_at": "2026-05-19T16:27:42.718347+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_b82bb369f2bc2af1", + "problem_id": "v2p_m2_f04ce3336a18ab1c", + "dataset_id": "m2", + "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=is_ecw.", + "bindings": { + "group_col": "is_ecw", + "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": 0.548077, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aaa22c6721546d336a97ccf3b5e25d2c7ba38b3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:38.205920+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": 3451.24, "started_at": "2026-05-19T16:27:34.753649+00:00", "ended_at": "2026-05-19T16:27:38.204935+00:00", "prompt_metrics": {"chars": 21521, "bytes_utf8": 21521, "lines": 622, "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\":\"019e4110-6963-7351-bb9e-da54dccfb26d\"}\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": "2026-05-19T16:27:42.718232+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": 3508.65, "started_at": "2026-05-19T16:27:39.208459+00:00", "ended_at": "2026-05-19T16:27:42.717181+00:00", "prompt_metrics": {"chars": 21521, "bytes_utf8": 21521, "lines": 622, "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\":\"019e4110-7ad6-7243-804e-15933d64653f\"}\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_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f9a6f54a4d9b972f7d334b167e40dfb5078bcb95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:27:18.876983+00:00", + "ended_at": "2026-05-19T16:27:27.088727+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_b8eee4ac1353e5a6", + "problem_id": "v2p_m2_73b4eb0ad77d5051", + "dataset_id": "m2", + "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=is_day_night_rear_view_mirror.", + "bindings": { + "group_col": "is_day_night_rear_view_mirror", + "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": 0.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=121" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ba3e60dc001e24d83005ce753cccc8e9a15fa98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:22.496522+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": 3604.44, "started_at": "2026-05-19T16:27:18.891023+00:00", "ended_at": "2026-05-19T16:27:22.495508+00:00", "prompt_metrics": {"chars": 21563, "bytes_utf8": 21563, "lines": 622, "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\":\"019e4110-2b66-7ef1-b882-fdca92fc5464\"}\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": "2026-05-19T16:27:27.088620+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": 3589.19, "started_at": "2026-05-19T16:27:23.498336+00:00", "ended_at": "2026-05-19T16:27:27.087595+00:00", "prompt_metrics": {"chars": 21563, "bytes_utf8": 21563, "lines": 622, "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\":\"019e4110-3d69-7cc2-905c-cd571f1c887d\"}\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_f/m2/artifacts/v2q_m2_b986366cbfda3714/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fb4ec042d50a0281a2fb0dee596e72885f38fe06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:12:07.767763+00:00", + "ended_at": "2026-05-19T16:12:15.858184+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_b986366cbfda3714", + "problem_id": "v2p_m2_ae5090d969a3a598", + "dataset_id": "m2", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "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 Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=is_rear_window_washer, measure_col=policy_tenure.", + "bindings": { + "group_col": "is_rear_window_washer", + "measure_col": "policy_tenure", + "item_col": "policy_tenure", + "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": 0.904032, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "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", + "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_f/m2/artifacts/v2q_m2_b986366cbfda3714/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba413d16d6ad75aa329a450c6d8681b05aa8ad7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:10.987529+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": 3210.85, "started_at": "2026-05-19T16:12:07.775872+00:00", "ended_at": "2026-05-19T16:12:10.986746+00:00", "prompt_metrics": {"chars": 21984, "bytes_utf8": 21984, "lines": 626, "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\":\"019e4102-43e3-7c33-b767-fca69bfb78bb\"}\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": "2026-05-19T16:12:15.858089+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": 3867.69, "started_at": "2026-05-19T16:12:11.989480+00:00", "ended_at": "2026-05-19T16:12:15.857217+00:00", "prompt_metrics": {"chars": 21984, "bytes_utf8": 21984, "lines": 626, "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\":\"019e4102-5452-7b30-81ce-2d0bceea447e\"}\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_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..78ac0a515e1fb23a9443f53b6e670a646e447395 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:26:55.762587+00:00", + "ended_at": "2026-05-19T16:27:02.935469+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_bc35c6d48d29b603", + "problem_id": "v2p_m2_8c984391204bbe25", + "dataset_id": "m2", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=width.", + "bindings": { + "measure_col": "width", + "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": 1755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=116" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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", + "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_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d7f3f4b0b5c672e823e4a2ad6a2053bd085affc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:58.775106+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": 2995.9, "started_at": "2026-05-19T16:26:55.777928+00:00", "ended_at": "2026-05-19T16:26:58.773878+00:00", "prompt_metrics": {"chars": 21465, "bytes_utf8": 21465, "lines": 622, "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\":\"019e410f-d122-7bc0-9a5c-5a80277ece6b\"}\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": "2026-05-19T16:27:02.935347+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": 3156.27, "started_at": "2026-05-19T16:26:59.777940+00:00", "ended_at": "2026-05-19T16:27:02.934285+00:00", "prompt_metrics": {"chars": 21465, "bytes_utf8": 21465, "lines": 622, "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\":\"019e410f-e0a9-7262-ab18-6a4b7947f18d\"}\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_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b84174b714d29fd1955d3eda75c825d3c4103ee0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:15:52.645753+00:00", + "ended_at": "2026-05-19T16:16:03.417512+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_c5bed689b2ca6089", + "problem_id": "v2p_m2_86a108e20008c72d", + "dataset_id": "m2", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "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 Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age_of_policyholder.", + "bindings": { + "measure_col": "age_of_policyholder", + "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": 0.548077, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=62" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "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", + "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_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8ec6b8c5826f41129421531d2f7ca3d500df250 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:56.059346+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": 3404.21, "started_at": "2026-05-19T16:15:52.654303+00:00", "ended_at": "2026-05-19T16:15:56.058539+00:00", "prompt_metrics": {"chars": 21729, "bytes_utf8": 21729, "lines": 622, "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\":\"019e4105-b25e-73d0-bcae-fb8973181b50\"}\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": "2026-05-19T16:16:03.417377+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": 6354.47, "started_at": "2026-05-19T16:15:57.061537+00:00", "ended_at": "2026-05-19T16:16:03.416057+00:00", "prompt_metrics": {"chars": 21729, "bytes_utf8": 21729, "lines": 622, "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\":\"019e4105-c38f-7110-8fe7-b8388a2be065\"}\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_f/m2/artifacts/v2q_m2_c812aa8c5106d524/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c812aa8c5106d524/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c812aa8c5106d524/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c812aa8c5106d524/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c812aa8c5106d524/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b90cffc4d833534693c50807186f0c1bed0ffaa9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c812aa8c5106d524/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_c812aa8c5106d524 +-- problem_id: v2p_m2_13aaecd1f282655c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "policy_id", + COUNT(*) AS support, + AVG("population_density") AS avg_response +FROM "m2" +GROUP BY "policy_id" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c812aa8c5106d524/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c812aa8c5106d524/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75597bec90a074ec1931c06fb6937a55ea9c4fe8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c812aa8c5106d524/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_f\n-- sql_source_dataset_id: m2\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m2_c812aa8c5106d524\n-- problem_id: v2p_m2_13aaecd1f282655c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"policy_id\",\n COUNT(*) AS support,\n AVG(\"population_density\") AS avg_response\nFROM \"m2\"\nGROUP BY \"policy_id\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: m2\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m2_c812aa8c5106d524\\n-- problem_id: v2p_m2_13aaecd1f282655c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"policy_id\\\",\\n COUNT(*) AS support,\\n AVG(\\\"population_density\\\") AS avg_response\\nFROM \\\"m2\\\"\\nGROUP BY \\\"policy_id\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"policy_id\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.21}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c812aa8c5106d524/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c812aa8c5106d524/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2fa0ace5d495cf6aefc4a46bf88706b5ed74ebdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c812aa8c5106d524/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:32.981236+00:00", + "ended_at": "2026-05-19T16:31:33.013569+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_c812aa8c5106d524", + "problem_id": "v2p_m2_13aaecd1f282655c", + "dataset_id": "m2", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=population_density, key_col=policy_id.", + "bindings": { + "key_col": "policy_id", + "measure_col": "population_density", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "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_f/m2/sql/v2q_m2_c812aa8c5106d524.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_f/m2/artifacts/v2q_m2_c812aa8c5106d524/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c812aa8c5106d524/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c812aa8c5106d524/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_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3eb1f476c1027eb94e0b3ed5a06f095743fbb47d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:19:22.516782+00:00", + "ended_at": "2026-05-19T16:19:31.779290+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_c93db6d39c8ba636", + "problem_id": "v2p_m2_ed7b80acf4eae6ce", + "dataset_id": "m2", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "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": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=is_ecw, measure_col=airbags.", + "bindings": { + "group_col": "is_ecw", + "measure_col": "airbags", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=80" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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", + "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_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f44c2de93ae6dc3684cfda398075619ef7c6fd88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:27.547974+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": 5021.58, "started_at": "2026-05-19T16:19:22.525476+00:00", "ended_at": "2026-05-19T16:19:27.547090+00:00", "prompt_metrics": {"chars": 22082, "bytes_utf8": 22082, "lines": 624, "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\":\"019e4108-e648-7fe2-b577-f0cec9bf2a1a\"}\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": "2026-05-19T16:19:31.779199+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": 3228.27, "started_at": "2026-05-19T16:19:28.550040+00:00", "ended_at": "2026-05-19T16:19:31.778356+00:00", "prompt_metrics": {"chars": 22082, "bytes_utf8": 22082, "lines": 624, "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\":\"019e4108-fda5-7002-8593-47ed61d6ff2d\"}\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_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..615ae464a8b8e434cf5d154ee2a5b41bc20e2458 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:29:09.828666+00:00", + "ended_at": "2026-05-19T16:29:17.686055+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_c9e5f1c01320a74b", + "problem_id": "v2p_m2_60cef3f6924c98cc", + "dataset_id": "m2", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "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 Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=model, measure_col=height.", + "bindings": { + "group_col": "model", + "measure_col": "height", + "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": 1635.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=132" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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", + "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_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af717492030d481567d019c4af5c2090c106fc6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:13.320929+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": 3475.54, "started_at": "2026-05-19T16:29:09.844235+00:00", "ended_at": "2026-05-19T16:29:13.319834+00:00", "prompt_metrics": {"chars": 21610, "bytes_utf8": 21610, "lines": 624, "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\":\"019e4111-dccb-7802-917b-bf5a64097ad1\"}\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": "2026-05-19T16:29:17.685903+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": 3359.85, "started_at": "2026-05-19T16:29:14.323510+00:00", "ended_at": "2026-05-19T16:29:17.683423+00:00", "prompt_metrics": {"chars": 21610, "bytes_utf8": 21610, "lines": 624, "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\":\"019e4111-ee43-7102-bcf8-10e2a5330bb7\"}\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_f/m2/artifacts/v2q_m2_cdd29582d2f0bcbc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cdd29582d2f0bcbc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..451d1c60837aa9602ec229b7624b6bb8355198ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cdd29582d2f0bcbc/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Yes", "support": 57383, "support_share": 0.9793657837247406, "cumulative_support": 57383}, {"value_label": "No", "support": 1209, "support_share": 0.02063421627525942, "cumulative_support": 58592}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cdd29582d2f0bcbc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cdd29582d2f0bcbc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..78fa3a38ad0ab26b7cd140fc7107347212fba0a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cdd29582d2f0bcbc/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_cdd29582d2f0bcbc +-- problem_id: v2p_m2_a6fa3b39d378838c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "is_power_steering" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "is_power_steering" +), 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_f/m2/artifacts/v2q_m2_cdd29582d2f0bcbc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cdd29582d2f0bcbc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..108417b52599767378ea7362ca53b94b3cc2e42f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cdd29582d2f0bcbc/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_f\n-- sql_source_dataset_id: m2\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_m2_cdd29582d2f0bcbc\n-- problem_id: v2p_m2_a6fa3b39d378838c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"is_power_steering\" AS value_label, COUNT(*) AS support\n FROM \"m2\"\n GROUP BY \"is_power_steering\"\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_f\\n-- sql_source_dataset_id: m2\\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_m2_cdd29582d2f0bcbc\\n-- problem_id: v2p_m2_a6fa3b39d378838c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"is_power_steering\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m2\\\"\\n GROUP BY \\\"is_power_steering\\\"\\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\": \"Yes\", \"support\": 57383, \"support_share\": 0.9793657837247406, \"cumulative_support\": 57383}, {\"value_label\": \"No\", \"support\": 1209, \"support_share\": 0.02063421627525942, \"cumulative_support\": 58592}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.53}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cdd29582d2f0bcbc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cdd29582d2f0bcbc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..af0080e315a833a4a8c84fdcbaf1454e26a9d2e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cdd29582d2f0bcbc/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:32.509656+00:00", + "ended_at": "2026-05-19T16:31:32.535292+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_cdd29582d2f0bcbc", + "problem_id": "v2p_m2_a6fa3b39d378838c", + "dataset_id": "m2", + "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=is_power_steering.", + "bindings": { + "group_col": "is_power_steering" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_cdd29582d2f0bcbc.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_f/m2/artifacts/v2q_m2_cdd29582d2f0bcbc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cdd29582d2f0bcbc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cdd29582d2f0bcbc/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_f/m2/artifacts/v2q_m2_d1cece78e859536d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d1cece78e859536d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5701ff5b189b524d284b0838baab91856bf593f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d1cece78e859536d/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "8794", "support": 13654, "support_share": 0.2330352266521027, "support_rank": 1}, {"value_label": "27003", "support": 7342, "support_share": 0.12530720917531404, "support_rank": 2}, {"value_label": "34738", "support": 6979, "support_share": 0.1191118241398143, "support_rank": 3}, {"value_label": "4076", "support": 6101, "support_share": 0.10412684325505188, "support_rank": 4}, {"value_label": "7788", "support": 3660, "support_share": 0.06246586564718733, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d1cece78e859536d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d1cece78e859536d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..724d0da244ce6d0c7a9ffba7f0707285d2437e8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d1cece78e859536d/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_d1cece78e859536d +-- problem_id: v2p_m2_d7428f3208858fe9 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "population_density" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "population_density" +) +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_f/m2/artifacts/v2q_m2_d1cece78e859536d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d1cece78e859536d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..312c95f5e2eedce54503cb8de136929f378b2ef3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d1cece78e859536d/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_f\n-- sql_source_dataset_id: m2\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_m2_d1cece78e859536d\n-- problem_id: v2p_m2_d7428f3208858fe9\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"population_density\" AS value_label, COUNT(*) AS support\n FROM \"m2\"\n GROUP BY \"population_density\"\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_f\\n-- sql_source_dataset_id: m2\\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_m2_d1cece78e859536d\\n-- problem_id: v2p_m2_d7428f3208858fe9\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"population_density\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m2\\\"\\n GROUP BY \\\"population_density\\\"\\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\": \"8794\", \"support\": 13654, \"support_share\": 0.2330352266521027, \"support_rank\": 1}, {\"value_label\": \"27003\", \"support\": 7342, \"support_share\": 0.12530720917531404, \"support_rank\": 2}, {\"value_label\": \"34738\", \"support\": 6979, \"support_share\": 0.1191118241398143, \"support_rank\": 3}, {\"value_label\": \"4076\", \"support\": 6101, \"support_share\": 0.10412684325505188, \"support_rank\": 4}, {\"value_label\": \"7788\", \"support\": 3660, \"support_share\": 0.06246586564718733, \"support_rank\": 5}, {\"value_label\": \"5410\", \"support\": 3423, \"support_share\": 0.05842094483888585, \"support_rank\": 6}, {\"value_label\": \"73430\", \"support\": 3155, \"support_share\": 0.053846941561987986, \"support_rank\": 7}, {\"value_label\": \"17804\", \"support\": 2734, \"support_share\": 0.04666166029492081, \"support_rank\": 8}, {\"value_label\": \"6112\", \"support\": 2167, \"support_share\": 0.036984571272528674, \"support_rank\": 9}, {\"value_label\": \"34791\", \"support\": 1589, \"support_share\": 0.02711974330966685, \"support_rank\": 10}, {\"value_label\": \"4990\", \"support\": 1468, \"support_share\": 0.025054614964500274, \"support_rank\": 11}, {\"value_label\": \"6108\", \"support\": 1212, \"support_share\": 0.020685417804478426, \"support_rank\": 12}, {\"value_label\": \"27742\", \"support\": 952, \"support_share\": 0.01624795193883124, \"support_rank\": 13}, {\"value_label\": \"13051\", \"support\": 890, \"support_share\": 0.01518978700163845, \"support_rank\": 14}, {\"value_label\": \"290\", \"support\": 771, \"support_share\": 0.013158793009284544, \"support_rank\": 15}, {\"value_label\": \"21622\", \"support\": 665, \"support_share\": 0.011349672310212998, \"support_rank\": 16}, {\"value_label\": \"65567\", \"support\": 492, \"support_share\": 0.008397050791916985, \"support_rank\": 17}, {\"value_label\": \"16206\", \"support\": 401, \"support_share\": 0.00684393773894047, \"support_rank\": 18}, {\"value_label\": \"3264\", \"support\": 379, \"support_share\": 0.006468459858001092, \"support_rank\": 19}, {\"value_label\": \"35036\", \"support\": 242, \"support_share\": 0.0041302566903331514, \"support_rank\": 20}, {\"value_label\": \"16733\", \"support\": 207, \"support_share\": 0.0035329055161114147, \"support_rank\": 21}, {\"value_label\": \"20905\", \"support\": 109, \"support_share\": 0.0018603222282905516, \"support_rank\": 22}], \"row_count_returned\": 22, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.3}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d1cece78e859536d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d1cece78e859536d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c19b138ff63c9eeb11b7bbff2f256e19526748f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d1cece78e859536d/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:32.600186+00:00", + "ended_at": "2026-05-19T16:31:32.632688+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_d1cece78e859536d", + "problem_id": "v2p_m2_d7428f3208858fe9", + "dataset_id": "m2", + "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=population_density.", + "bindings": { + "group_col": "population_density" + }, + "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=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "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_f/m2/sql/v2q_m2_d1cece78e859536d.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_f/m2/artifacts/v2q_m2_d1cece78e859536d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d1cece78e859536d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d1cece78e859536d/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_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5e331cd06702627d4dc63bb961d280e3ea337632 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:31.252790+00:00", + "ended_at": "2026-05-19T16:22:34.196607+00:00", + "elapsed_ms": 2943.75, + "returncode": 1, + "prompt_metrics": { + "chars": 21715, + "bytes_utf8": 21715, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d629e7ad718a0d413686cb9553a73da290979af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:35.200091+00:00", + "ended_at": "2026-05-19T16:22:40.294460+00:00", + "elapsed_ms": 5094.3, + "returncode": 1, + "prompt_metrics": { + "chars": 21715, + "bytes_utf8": 21715, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b947a3e766ef84dc5a353a70d3572cbe92424c93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fuel_type, measure_col=age_of_car.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fuel_type", + "measure_col": "age_of_car", + "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": 0.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b947a3e766ef84dc5a353a70d3572cbe92424c93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fuel_type, measure_col=age_of_car.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fuel_type", + "measure_col": "age_of_car", + "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": 0.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc611065876fb8a201601ab7ae5528cbc1c6bb45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-c7b1-79b2-b331-dcf87905ac73"} +{"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_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c36b0d46674c333b0322d85acff4261cf154c88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-c7b1-79b2-b331-dcf87905ac73"} +{"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_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..282e1646f4d91b09b660ddb264c6c39c695798c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-d73e-74b2-aa4e-d17416d47eb2"} +{"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_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4091123177e4580245cac7902cdbd586ba4b048f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-d73e-74b2-aa4e-d17416d47eb2"} +{"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_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2ce2e25c2f3878ba6b2fb78b29aa528ed6b35a2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:22:31.236332+00:00", + "ended_at": "2026-05-19T16:22:40.295728+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_d30dab041a2286ba", + "problem_id": "v2p_m2_c144f0e3cfae4081", + "dataset_id": "m2", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "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 Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fuel_type, measure_col=age_of_car.", + "bindings": { + "group_col": "fuel_type", + "measure_col": "age_of_car", + "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": 0.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=91" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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", + "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_f/m2/artifacts/v2q_m2_d30dab041a2286ba/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff04c27c622a4903d8a061ace1e3bbbca2b1edff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d30dab041a2286ba/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:34.197722+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": 2943.75, "started_at": "2026-05-19T16:22:31.252790+00:00", "ended_at": "2026-05-19T16:22:34.196607+00:00", "prompt_metrics": {"chars": 21715, "bytes_utf8": 21715, "lines": 624, "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\":\"019e410b-c7b1-79b2-b331-dcf87905ac73\"}\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": "2026-05-19T16:22:40.295607+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": 5094.3, "started_at": "2026-05-19T16:22:35.200091+00:00", "ended_at": "2026-05-19T16:22:40.294460+00:00", "prompt_metrics": {"chars": 21715, "bytes_utf8": 21715, "lines": 624, "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\":\"019e410b-d73e-74b2-aa4e-d17416d47eb2\"}\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_f/m2/artifacts/v2q_m2_d4460ebd0635506e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ce972ce8ab2d5728d00bf043e8ed3e9d7c055b15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:07:12.918396+00:00", + "ended_at": "2026-05-19T16:07:20.294541+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_d4460ebd0635506e", + "problem_id": "v2p_m2_4f8777376f12dfe2", + "dataset_id": "m2", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=age_of_policyholder, measure_col=age_of_car.", + "bindings": { + "group_col": "age_of_policyholder", + "measure_col": "age_of_car", + "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": 0.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=1" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..236dc2f96737bb7f3242a16481e82662b6264364 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:15.931787+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": 3004.07, "started_at": "2026-05-19T16:07:12.926832+00:00", "ended_at": "2026-05-19T16:07:15.930933+00:00", "prompt_metrics": {"chars": 21557, "bytes_utf8": 21557, "lines": 624, "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\":\"019e40fd-c43a-77b0-90e5-1273c661f333\"}\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": "2026-05-19T16:07:20.294351+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": 3359.77, "started_at": "2026-05-19T16:07:16.933014+00:00", "ended_at": "2026-05-19T16:07:20.292827+00:00", "prompt_metrics": {"chars": 21557, "bytes_utf8": 21557, "lines": 624, "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\":\"019e40fd-d3c1-7013-a265-e022299d6eb1\"}\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_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4cfd220d88aeddbe5170df88dee89f21d3303cec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:56.386222+00:00", + "ended_at": "2026-05-19T16:22:59.999290+00:00", + "elapsed_ms": 3613.01, + "returncode": 1, + "prompt_metrics": { + "chars": 21741, + "bytes_utf8": 21741, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eee9da9a936bcd1c3ba8066debca8eb50d5bc778 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:01.003783+00:00", + "ended_at": "2026-05-19T16:23:04.463703+00:00", + "elapsed_ms": 3459.85, + "returncode": 1, + "prompt_metrics": { + "chars": 21741, + "bytes_utf8": 21741, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fad017143df7911e6c26d2fc5708ab0b0ed20b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=max_torque, measure_col=age_of_policyholder.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "max_torque", + "measure_col": "age_of_policyholder", + "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": 0.509615, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fad017143df7911e6c26d2fc5708ab0b0ed20b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=max_torque, measure_col=age_of_policyholder.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "max_torque", + "measure_col": "age_of_policyholder", + "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": 0.509615, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0dc9ac96ab0d21125a19eb79130ad4c74b37873 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-29f0-7302-9fce-892b8b0d2151"} +{"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_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..584136acbb0d90c2885f10f8667dece0520ea222 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-29f0-7302-9fce-892b8b0d2151"} +{"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_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..313ece2bb4d185b9cd5c376ff7b147aa33390b25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-3c1c-7140-9704-9a1ba248ff22"} +{"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_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a553930bad4e19d3060831d855c4928889cb983 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-3c1c-7140-9704-9a1ba248ff22"} +{"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_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1cc06dd1bfabcb2fa1f7857afa5ede3fb90f5de5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:22:56.372246+00:00", + "ended_at": "2026-05-19T16:23:04.464830+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_d619b498d058796d", + "problem_id": "v2p_m2_baf7ecd98eb5bec0", + "dataset_id": "m2", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "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 Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=max_torque, measure_col=age_of_policyholder.", + "bindings": { + "group_col": "max_torque", + "measure_col": "age_of_policyholder", + "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": 0.509615, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=92" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "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_f/m2/artifacts/v2q_m2_d619b498d058796d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7255c536f6aa86481ea44241bf62c66537988074 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d619b498d058796d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:00.000551+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": 3613.01, "started_at": "2026-05-19T16:22:56.386222+00:00", "ended_at": "2026-05-19T16:22:59.999290+00:00", "prompt_metrics": {"chars": 21741, "bytes_utf8": 21741, "lines": 624, "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\":\"019e410c-29f0-7302-9fce-892b8b0d2151\"}\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": "2026-05-19T16:23:04.464718+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": 3459.85, "started_at": "2026-05-19T16:23:01.003783+00:00", "ended_at": "2026-05-19T16:23:04.463703+00:00", "prompt_metrics": {"chars": 21741, "bytes_utf8": 21741, "lines": 624, "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\":\"019e410c-3c1c-7140-9704-9a1ba248ff22\"}\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_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..88980f93229c7a387349888dff12d0839fa0a448 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:36.913537+00:00", + "ended_at": "2026-05-19T16:09:39.911750+00:00", + "elapsed_ms": 2998.18, + "returncode": 1, + "prompt_metrics": { + "chars": 21471, + "bytes_utf8": 21471, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2a7ecda6b6c7f55aa570b69a4bd235e365c9bd29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:09:40.914680+00:00", + "ended_at": "2026-05-19T16:09:43.677306+00:00", + "elapsed_ms": 2762.57, + "returncode": 1, + "prompt_metrics": { + "chars": 21471, + "bytes_utf8": 21471, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe16703e7695a3f2e9ae717e24bfd4c14d694954 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=is_adjustable_steering.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "is_adjustable_steering", + "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": 1510.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe16703e7695a3f2e9ae717e24bfd4c14d694954 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=is_adjustable_steering.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "is_adjustable_steering", + "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": 1510.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..77d09ab446c8a3afafa1abe2a3e2db4edeeee495 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-f6b5-72c1-a7c5-2fb77631b008"} +{"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_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61f0c6e7ee9ec7397c7cb92407b4adbe57d0c004 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-f6b5-72c1-a7c5-2fb77631b008"} +{"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_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0095261bc95ff64385c9ae86ba33a422c9976afb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-0662-7af3-8167-0d56b3804c39"} +{"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_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d73344ee3fd37e2e211ca736df9351c9d039f4ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-0662-7af3-8167-0d56b3804c39"} +{"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_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..adab6c6a36746d0913c49845ce63f0db9da73a7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:09:36.904542+00:00", + "ended_at": "2026-05-19T16:09:43.679048+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_d64af7845b2b241e", + "problem_id": "v2p_m2_97edec55dc3faf9f", + "dataset_id": "m2", + "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=is_adjustable_steering.", + "bindings": { + "group_col": "is_adjustable_steering", + "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": 1510.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "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_f/m2/artifacts/v2q_m2_d64af7845b2b241e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07339a8d6009ecdaa116070a27ed07cc9053ca68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d64af7845b2b241e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:39.912675+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": 2998.18, "started_at": "2026-05-19T16:09:36.913537+00:00", "ended_at": "2026-05-19T16:09:39.911750+00:00", "prompt_metrics": {"chars": 21471, "bytes_utf8": 21471, "lines": 622, "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\":\"019e40ff-f6b5-72c1-a7c5-2fb77631b008\"}\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": "2026-05-19T16:09:43.678829+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": 2762.57, "started_at": "2026-05-19T16:09:40.914680+00:00", "ended_at": "2026-05-19T16:09:43.677306+00:00", "prompt_metrics": {"chars": 21471, "bytes_utf8": 21471, "lines": 622, "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\":\"019e4100-0662-7af3-8167-0d56b3804c39\"}\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_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6fb9b330926b07f883bdfa169cb8b116991cccf7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:31.635758+00:00", + "ended_at": "2026-05-19T16:20:34.859727+00:00", + "elapsed_ms": 3223.94, + "returncode": 1, + "prompt_metrics": { + "chars": 21715, + "bytes_utf8": 21715, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9ede2cb2915085273fa4218d6e51e807ccf164f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:35.862347+00:00", + "ended_at": "2026-05-19T16:20:39.181787+00:00", + "elapsed_ms": 3319.39, + "returncode": 1, + "prompt_metrics": { + "chars": 21715, + "bytes_utf8": 21715, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..664c77f498f7f3671dd803cb655d4984ea38d806 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=area_cluster, measure_col=width.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "area_cluster", + "measure_col": "width", + "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": 1755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..664c77f498f7f3671dd803cb655d4984ea38d806 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=area_cluster, measure_col=width.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "area_cluster", + "measure_col": "width", + "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": 1755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..42218e5c18e9276b668afe87f1233e0d149abd8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-f422-7e31-b79f-a7ac985acca8"} +{"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_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e62445ab48c8332af2501a2d9bd412effe10d63a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-f422-7e31-b79f-a7ac985acca8"} +{"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_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f51f5cecdb82938e36eb8c00cf5419ade8a69c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-04d8-78c2-bbf2-971cd8f64030"} +{"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_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c42b33d3c86ff3380679ddaa247d80613f53a36d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-04d8-78c2-bbf2-971cd8f64030"} +{"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_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..167917aec3c35d6da8ed91e3ff53ca1ac1c87071 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:20:31.628388+00:00", + "ended_at": "2026-05-19T16:20:39.183157+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_d69a0eaa6efdd0c3", + "problem_id": "v2p_m2_bb3cc66ccb71a0d0", + "dataset_id": "m2", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "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 Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=area_cluster, measure_col=width.", + "bindings": { + "group_col": "area_cluster", + "measure_col": "width", + "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": 1755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c6ac616d318e0217f5a9cad7c61061a6ef02f9fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d69a0eaa6efdd0c3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:34.860733+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": 3223.94, "started_at": "2026-05-19T16:20:31.635758+00:00", "ended_at": "2026-05-19T16:20:34.859727+00:00", "prompt_metrics": {"chars": 21715, "bytes_utf8": 21715, "lines": 624, "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\":\"019e4109-f422-7e31-b79f-a7ac985acca8\"}\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": "2026-05-19T16:20:39.183008+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": 3319.39, "started_at": "2026-05-19T16:20:35.862347+00:00", "ended_at": "2026-05-19T16:20:39.181787+00:00", "prompt_metrics": {"chars": 21715, "bytes_utf8": 21715, "lines": 624, "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\":\"019e410a-04d8-78c2-bbf2-971cd8f64030\"}\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_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e7a77bebf4e3b53c1bd8742da8a3278a43b03732 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:09:58.555735+00:00", + "ended_at": "2026-05-19T16:10:06.310295+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_d8aa1c43288c1664", + "problem_id": "v2p_m2_78870b32b51d5f10", + "dataset_id": "m2", + "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=is_parking_camera.", + "bindings": { + "group_col": "is_parking_camera", + "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": 0.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=5", + "sql_variant_index=1/1", + "binding_index=16" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "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", + "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_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31938ce12e4b85cbf5cba14b2aebf31169cb6067 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:01.816886+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": 3251.32, "started_at": "2026-05-19T16:09:58.563259+00:00", "ended_at": "2026-05-19T16:10:01.814606+00:00", "prompt_metrics": {"chars": 21460, "bytes_utf8": 21460, "lines": 622, "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\":\"019e4100-4b1b-7363-8389-ae788b51eada\"}\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": "2026-05-19T16:10:06.310089+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": 3490.02, "started_at": "2026-05-19T16:10:02.818437+00:00", "ended_at": "2026-05-19T16:10:06.308503+00:00", "prompt_metrics": {"chars": 21460, "bytes_utf8": 21460, "lines": 622, "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\":\"019e4100-5bc7-7482-8506-6ee39f032f00\"}\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_f/m2/artifacts/v2q_m2_db770b4370846ab5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cdeaca989402d7e6f12ea053ea1b127674268367 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:09:18.359795+00:00", + "ended_at": "2026-05-19T16:09:25.477265+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_db770b4370846ab5", + "problem_id": "v2p_m2_bf9c8d409aee857b", + "dataset_id": "m2", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=max_torque, measure_col=gear_box.", + "bindings": { + "group_col": "max_torque", + "measure_col": "gear_box", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "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=8" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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", + "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_f/m2/artifacts/v2q_m2_dc35764b888db699/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc35764b888db699/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a43590b8693bf58e9cc26339d824705327be72a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc35764b888db699/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "5", "support": 44211, "support_share": 0.7545569361004916, "cumulative_support": 44211}, {"value_label": "6", "support": 14381, "support_share": 0.24544306389950846, "cumulative_support": 58592}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc35764b888db699/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc35764b888db699/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e68270cd9408be0a922e7939d71fb58428ef8646 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc35764b888db699/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_dc35764b888db699 +-- problem_id: v2p_m2_2cbbcea118d2a6b1 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "gear_box" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "gear_box" +), 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_f/m2/artifacts/v2q_m2_dc35764b888db699/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc35764b888db699/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..810a9cd39453e93379faeac0dbe471a9b85992ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc35764b888db699/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_f\n-- sql_source_dataset_id: m2\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_m2_dc35764b888db699\n-- problem_id: v2p_m2_2cbbcea118d2a6b1\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"gear_box\" AS value_label, COUNT(*) AS support\n FROM \"m2\"\n GROUP BY \"gear_box\"\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_f\\n-- sql_source_dataset_id: m2\\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_m2_dc35764b888db699\\n-- problem_id: v2p_m2_2cbbcea118d2a6b1\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"gear_box\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m2\\\"\\n GROUP BY \\\"gear_box\\\"\\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\": \"5\", \"support\": 44211, \"support_share\": 0.7545569361004916, \"cumulative_support\": 44211}, {\"value_label\": \"6\", \"support\": 14381, \"support_share\": 0.24544306389950846, \"cumulative_support\": 58592}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.75}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc35764b888db699/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc35764b888db699/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..af8cee47f988c049cc71778b6fff09a002909944 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc35764b888db699/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:32.388800+00:00", + "ended_at": "2026-05-19T16:31:32.417658+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_dc35764b888db699", + "problem_id": "v2p_m2_2cbbcea118d2a6b1", + "dataset_id": "m2", + "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=gear_box.", + "bindings": { + "group_col": "gear_box" + }, + "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_f/m2/sql/v2q_m2_dc35764b888db699.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_f/m2/artifacts/v2q_m2_dc35764b888db699/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc35764b888db699/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc35764b888db699/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_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fb5bc92e0e87a3d1bf62cf6487ea675fd0987f75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:15:08.731932+00:00", + "ended_at": "2026-05-19T16:15:20.676313+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_df9b5a0135231b9c", + "problem_id": "v2p_m2_56f8fbffd1dbfcf4", + "dataset_id": "m2", + "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=age_of_policyholder, group_col_2=is_parking_sensors.", + "bindings": { + "group_col": "age_of_policyholder", + "group_col_2": "is_parking_sensors", + "predicate_col": "engine_type", + "predicate_op": "=", + "predicate_value": "i-DTEC", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=54" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "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_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5549ce02bad3db53d4fa6babda593db5d2a05525 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:16.785328+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": 8042.62, "started_at": "2026-05-19T16:15:08.741863+00:00", "ended_at": "2026-05-19T16:15:16.784521+00:00", "prompt_metrics": {"chars": 21890, "bytes_utf8": 21890, "lines": 628, "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\":\"019e4105-06cd-7bc0-a99d-6700a167caa4\"}\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": "2026-05-19T16:15:20.676227+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": 2888.85, "started_at": "2026-05-19T16:15:17.786563+00:00", "ended_at": "2026-05-19T16:15:20.675450+00:00", "prompt_metrics": {"chars": 21890, "bytes_utf8": 21890, "lines": 628, "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\":\"019e4105-2a30-7d63-a98b-842b9bf261a4\"}\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_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8a96af6b0660ad8b44f1bad1bd8522aec2b826b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:08:03.628056+00:00", + "ended_at": "2026-05-19T16:08:10.926030+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_e0e1c8b3a4172dff", + "problem_id": "v2p_m2_131d35c7461757e3", + "dataset_id": "m2", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=make, measure_col=make.", + "bindings": { + "group_col": "make", + "measure_col": "make", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "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=4" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..023de74430e8a5af739a89f9fabd9453257bd524 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:07.074578+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": 3439.04, "started_at": "2026-05-19T16:08:03.634721+00:00", "ended_at": "2026-05-19T16:08:07.073787+00:00", "prompt_metrics": {"chars": 21515, "bytes_utf8": 21515, "lines": 624, "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\":\"019e40fe-8a43-7cc0-989d-ec6ca3bc210d\"}\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": "2026-05-19T16:08:10.925909+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": 2849.35, "started_at": "2026-05-19T16:08:08.075652+00:00", "ended_at": "2026-05-19T16:08:10.925038+00:00", "prompt_metrics": {"chars": 21515, "bytes_utf8": 21515, "lines": 624, "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\":\"019e40fe-9b8a-7df2-8ae1-035c56eb8765\"}\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_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d695978c9628213c6b41f2c39d20c264bbdd089f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:31.652551+00:00", + "ended_at": "2026-05-19T16:26:35.018317+00:00", + "elapsed_ms": 3365.72, + "returncode": 1, + "prompt_metrics": { + "chars": 21467, + "bytes_utf8": 21467, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e31570bf57f454849a5ef4080f72f4006255ffd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:36.022360+00:00", + "ended_at": "2026-05-19T16:26:39.422833+00:00", + "elapsed_ms": 3400.4, + "returncode": 1, + "prompt_metrics": { + "chars": 21467, + "bytes_utf8": 21467, + "lines": 622, + "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_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc8502202e2ec6e548ce366d117da03c8868edb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=gear_box.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "gear_box", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc8502202e2ec6e548ce366d117da03c8868edb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=gear_box.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "gear_box", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d0d02b1d5cbbd3d2d39b26b3edc5da0059fd273 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-72d1-7de3-8773-4aaa8fbc3b49"} +{"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_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1b464d1d2d1bbc53d52fab5f274a1452e242da0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-72d1-7de3-8773-4aaa8fbc3b49"} +{"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_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..018828d073e65699913572ad27a44359382f31da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-83d6-77d2-8cee-5cd7bdc8409f"} +{"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_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c606f42e7b318ff04b735c768691f502743420dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-83d6-77d2-8cee-5cd7bdc8409f"} +{"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_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1be2a7f0113dfecda50cbae5fcdbe740ee0354e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:26:31.636931+00:00", + "ended_at": "2026-05-19T16:26:39.424172+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_e19266bbb06e4d2e", + "problem_id": "v2p_m2_7adc1a8c78c454b0", + "dataset_id": "m2", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=gear_box.", + "bindings": { + "measure_col": "gear_box", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=113" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb08add1cb91c1b669b418d643b82836526b8240 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e19266bbb06e4d2e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:35.019320+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": 3365.72, "started_at": "2026-05-19T16:26:31.652551+00:00", "ended_at": "2026-05-19T16:26:35.018317+00:00", "prompt_metrics": {"chars": 21467, "bytes_utf8": 21467, "lines": 622, "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\":\"019e410f-72d1-7de3-8773-4aaa8fbc3b49\"}\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": "2026-05-19T16:26:39.424053+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": 3400.4, "started_at": "2026-05-19T16:26:36.022360+00:00", "ended_at": "2026-05-19T16:26:39.422833+00:00", "prompt_metrics": {"chars": 21467, "bytes_utf8": 21467, "lines": 622, "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\":\"019e410f-83d6-77d2-8cee-5cd7bdc8409f\"}\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_f/m2/artifacts/v2q_m2_e3c122241250173a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e3c122241250173a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e3c122241250173a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e3c122241250173a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e3c122241250173a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c64de391f8246b9be1c1e2282c3244edad4fb288 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e3c122241250173a/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_e3c122241250173a +-- problem_id: v2p_m2_e7562819c323347d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "policy_tenure", + COUNT(*) AS support, + AVG("age_of_policyholder") AS avg_response +FROM "m2" +GROUP BY "policy_tenure" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e3c122241250173a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e3c122241250173a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..447617090a3da3bb1b7d4777459485d66961d02e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e3c122241250173a/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_f\n-- sql_source_dataset_id: m2\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m2_e3c122241250173a\n-- problem_id: v2p_m2_e7562819c323347d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"policy_tenure\",\n COUNT(*) AS support,\n AVG(\"age_of_policyholder\") AS avg_response\nFROM \"m2\"\nGROUP BY \"policy_tenure\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: m2\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m2_e3c122241250173a\\n-- problem_id: v2p_m2_e7562819c323347d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"policy_tenure\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age_of_policyholder\\\") AS avg_response\\nFROM \\\"m2\\\"\\nGROUP BY \\\"policy_tenure\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"policy_tenure\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 65.42}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e3c122241250173a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e3c122241250173a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c5715eb705eb30c24458d5026e2abd3c7368d27c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e3c122241250173a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:33.014080+00:00", + "ended_at": "2026-05-19T16:31:33.080429+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_e3c122241250173a", + "problem_id": "v2p_m2_e7562819c323347d", + "dataset_id": "m2", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=age_of_policyholder, key_col=policy_tenure.", + "bindings": { + "key_col": "policy_tenure", + "measure_col": "age_of_policyholder", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_e3c122241250173a.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_f/m2/artifacts/v2q_m2_e3c122241250173a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e3c122241250173a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e3c122241250173a/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_f/m2/artifacts/v2q_m2_e45619b1210488bc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e45619b1210488bc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..73838dfcd0af54e12606c912b47d7380004c1c6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e45619b1210488bc/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "No", "support": 38077, "support_share": 0.6498668760240306, "cumulative_support": 38077}, {"value_label": "Yes", "support": 20515, "support_share": 0.3501331239759694, "cumulative_support": 58592}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e45619b1210488bc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e45619b1210488bc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..97b5640bccd4f759080b67daeb05091d3778a8d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e45619b1210488bc/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_e45619b1210488bc +-- problem_id: v2p_m2_5f83ca56128d184a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "is_rear_window_defogger" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "is_rear_window_defogger" +), 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_f/m2/artifacts/v2q_m2_e45619b1210488bc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e45619b1210488bc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50007302a63a2b0b377826375c304ed2a047b9db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e45619b1210488bc/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_f\n-- sql_source_dataset_id: m2\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_m2_e45619b1210488bc\n-- problem_id: v2p_m2_5f83ca56128d184a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"is_rear_window_defogger\" AS value_label, COUNT(*) AS support\n FROM \"m2\"\n GROUP BY \"is_rear_window_defogger\"\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_f\\n-- sql_source_dataset_id: m2\\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_m2_e45619b1210488bc\\n-- problem_id: v2p_m2_5f83ca56128d184a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"is_rear_window_defogger\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m2\\\"\\n GROUP BY \\\"is_rear_window_defogger\\\"\\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\": \"No\", \"support\": 38077, \"support_share\": 0.6498668760240306, \"cumulative_support\": 38077}, {\"value_label\": \"Yes\", \"support\": 20515, \"support_share\": 0.3501331239759694, \"cumulative_support\": 58592}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.61}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e45619b1210488bc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e45619b1210488bc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ad1220d8b18940d77087003da6d9920d992f53c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e45619b1210488bc/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:32.480286+00:00", + "ended_at": "2026-05-19T16:31:32.509081+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_e45619b1210488bc", + "problem_id": "v2p_m2_5f83ca56128d184a", + "dataset_id": "m2", + "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=is_rear_window_defogger.", + "bindings": { + "group_col": "is_rear_window_defogger" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_e45619b1210488bc.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_f/m2/artifacts/v2q_m2_e45619b1210488bc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e45619b1210488bc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e45619b1210488bc/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_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2bb9d20eb100a55139d3d893c2d38d3e0ec116ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:27:10.942792+00:00", + "ended_at": "2026-05-19T16:27:18.876361+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_e5b09e8f1e825142", + "problem_id": "v2p_m2_1b43a697a4854c30", + "dataset_id": "m2", + "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=is_driver_seat_height_adjustable.", + "bindings": { + "group_col": "is_driver_seat_height_adjustable", + "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": 1.039104, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=2/2", + "binding_index=120" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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", + "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_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b1f3941d23301e0b22ca8c85a1a2b2000152289 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:14.441231+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": 3481.87, "started_at": "2026-05-19T16:27:10.958270+00:00", "ended_at": "2026-05-19T16:27:14.440189+00:00", "prompt_metrics": {"chars": 21575, "bytes_utf8": 21575, "lines": 622, "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\":\"019e4110-0c74-7b00-8e89-202e020d5beb\"}\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": "2026-05-19T16:27:18.876247+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": 3431.57, "started_at": "2026-05-19T16:27:15.443547+00:00", "ended_at": "2026-05-19T16:27:18.875177+00:00", "prompt_metrics": {"chars": 21575, "bytes_utf8": 21575, "lines": 622, "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\":\"019e4110-1df6-7880-9548-0ef6367407dc\"}\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_f/m2/artifacts/v2q_m2_e5dea1cd7793df34/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5dea1cd7793df34/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5dea1cd7793df34/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5dea1cd7793df34/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5dea1cd7793df34/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..94984596d19d6ca43adb13ca3befeaccf5dde5e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5dea1cd7793df34/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_e5dea1cd7793df34 +-- problem_id: v2p_m2_54abd39a10b901e8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "policy_id", + COUNT(*) AS support, + AVG("age_of_car") AS avg_response +FROM "m2" +GROUP BY "policy_id" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5dea1cd7793df34/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5dea1cd7793df34/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..245639f7137906cd1269e4826fc644798c9d1d73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5dea1cd7793df34/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_f\n-- sql_source_dataset_id: m2\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m2_e5dea1cd7793df34\n-- problem_id: v2p_m2_54abd39a10b901e8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"policy_id\",\n COUNT(*) AS support,\n AVG(\"age_of_car\") AS avg_response\nFROM \"m2\"\nGROUP BY \"policy_id\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: m2\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m2_e5dea1cd7793df34\\n-- problem_id: v2p_m2_54abd39a10b901e8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"policy_id\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age_of_car\\\") AS avg_response\\nFROM \\\"m2\\\"\\nGROUP BY \\\"policy_id\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"policy_id\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 33.97}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5dea1cd7793df34/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5dea1cd7793df34/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9db26751f5d5657aad56ff464e7046473dc988ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5dea1cd7793df34/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:32.945759+00:00", + "ended_at": "2026-05-19T16:31:32.980711+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_e5dea1cd7793df34", + "problem_id": "v2p_m2_54abd39a10b901e8", + "dataset_id": "m2", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=age_of_car, key_col=policy_id.", + "bindings": { + "key_col": "policy_id", + "measure_col": "age_of_car", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "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_f/m2/sql/v2q_m2_e5dea1cd7793df34.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_f/m2/artifacts/v2q_m2_e5dea1cd7793df34/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5dea1cd7793df34/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5dea1cd7793df34/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_f/m2/artifacts/v2q_m2_e5e94da9b8735fd8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5e94da9b8735fd8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d02c47ae277210376f5a833fd82f01fa54b44750 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5e94da9b8735fd8/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"age_of_policyholder": "0.375", "support": 1779, "avg_response": 0.07122540753232154}, {"age_of_policyholder": "0.365384615384615", "support": 1766, "avg_response": 0.07394677236693092}, {"age_of_policyholder": "0.346153846153846", "support": 1733, "avg_response": 0.07298326601269475}, {"age_of_policyholder": "0.355769230769231", "support": 1724, "avg_response": 0.07410092807424594}, {"age_of_policyholder": "0.394230769230769", "support": 1715, "avg_response": 0.0728862973760933}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5e94da9b8735fd8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5e94da9b8735fd8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf3487b12bed2ece0f36c75f5818cab704392dc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5e94da9b8735fd8/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_e5e94da9b8735fd8 +-- problem_id: v2p_m2_1699d77defbaf5f9 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "age_of_policyholder", + COUNT(*) AS support, + AVG("age_of_car") AS avg_response +FROM "m2" +GROUP BY "age_of_policyholder" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5e94da9b8735fd8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5e94da9b8735fd8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a651b3e6cfea16280ed3a31f4ca9b162b61dffcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5e94da9b8735fd8/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_f\n-- sql_source_dataset_id: m2\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m2_e5e94da9b8735fd8\n-- problem_id: v2p_m2_1699d77defbaf5f9\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"age_of_policyholder\",\n COUNT(*) AS support,\n AVG(\"age_of_car\") AS avg_response\nFROM \"m2\"\nGROUP BY \"age_of_policyholder\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: m2\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m2_e5e94da9b8735fd8\\n-- problem_id: v2p_m2_1699d77defbaf5f9\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"age_of_policyholder\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age_of_car\\\") AS avg_response\\nFROM \\\"m2\\\"\\nGROUP BY \\\"age_of_policyholder\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"age_of_policyholder\", \"support\", \"avg_response\"], \"rows\": [{\"age_of_policyholder\": \"0.375\", \"support\": 1779, \"avg_response\": 0.07122540753232154}, {\"age_of_policyholder\": \"0.365384615384615\", \"support\": 1766, \"avg_response\": 0.07394677236693092}, {\"age_of_policyholder\": \"0.346153846153846\", \"support\": 1733, \"avg_response\": 0.07298326601269475}, {\"age_of_policyholder\": \"0.355769230769231\", \"support\": 1724, \"avg_response\": 0.07410092807424594}, {\"age_of_policyholder\": \"0.394230769230769\", \"support\": 1715, \"avg_response\": 0.0728862973760933}, {\"age_of_policyholder\": \"0.471153846153846\", \"support\": 1713, \"avg_response\": 0.07094570928196148}, {\"age_of_policyholder\": \"0.403846153846154\", \"support\": 1710, \"avg_response\": 0.07257309941520468}, {\"age_of_policyholder\": \"0.432692307692308\", \"support\": 1696, \"avg_response\": 0.07220518867924529}, {\"age_of_policyholder\": \"0.326923076923077\", \"support\": 1691, \"avg_response\": 0.07168539325842696}, {\"age_of_policyholder\": \"0.442307692307692\", \"support\": 1691, \"avg_response\": 0.07005322294500296}, {\"age_of_policyholder\": \"0.461538461538462\", \"support\": 1670, \"avg_response\": 0.06887425149700599}, {\"age_of_policyholder\": \"0.336538461538461\", \"support\": 1652, \"avg_response\": 0.07314769975786925}, {\"age_of_policyholder\": \"0.480769230769231\", \"support\": 1651, \"avg_response\": 0.06606904906117504}, {\"age_of_policyholder\": \"0.413461538461538\", \"support\": 1650, \"avg_response\": 0.07265454545454546}, {\"age_of_policyholder\": \"0.384615384615385\", \"support\": 1622, \"avg_response\": 0.07093094944512947}, {\"age_of_policyholder\": \"0.451923076923077\", \"support\": 1614, \"avg_response\": 0.06996902106567535}, {\"age_of_policyholder\": \"0.423076923076923\", \"support\": 1613, \"avg_response\": 0.07236205827650341}, {\"age_of_policyholder\": \"0.317307692307692\", \"support\": 1599, \"avg_response\": 0.07143214509068167}, {\"age_of_policyholder\": \"0.307692307692308\", \"support\": 1584, \"avg_response\": 0.07006313131313131}, {\"age_of_policyholder\": \"0.5\", \"support\": 1566, \"avg_response\": 0.06974457215836526}, {\"age_of_policyholder\": \"0.490384615384615\", \"support\": 1563, \"avg_response\": 0.0692002559181062}, {\"age_of_policyholder\": \"0.298076923076923\", \"support\": 1541, \"avg_response\": 0.06936404931862428}, {\"age_of_policyholder\": \"0.509615384615385\", \"support\": 1521, \"avg_response\": 0.06815910585141355}, {\"age_of_policyholder\": \"0.519230769230769\", \"support\": 1419, \"avg_response\": 0.0677660324171952}, {\"age_of_policyholder\": \"0.288461538461538\", \"support\": 1408, \"avg_response\": 0.07071732954545455}, {\"age_of_policyholder\": \"0.528846153846154\", \"support\": 1360, \"avg_response\": 0.06431617647058824}, {\"age_of_policyholder\": \"0.538461538461538\", \"support\": 1298, \"avg_response\": 0.06688751926040062}, {\"age_of_policyholder\": \"0.548076923076923\", \"support\": 1202, \"avg_response\": 0.06767054908485858}, {\"age_of_policyholder\": \"0.557692307692308\", \"support\": 1118, \"avg_response\": 0.06577817531305905}, {\"age_of_policyholder\": \"0.567307692307692\", \"support\": 1046, \"avg_response\": 0.06608030592734226}, {\"age_of_policyholder\": \"0.576923076923077\", \"support\": 927, \"avg_response\": 0.06320388349514564}, {\"age_of_policyholder\": \"0.586538461538462\", \"support\": 891, \"avg_response\": 0.0625925925925926}, {\"age_of_policyholder\": \"0.596153846153846\", \"support\": 829, \"avg_response\": 0.06281061519903498}, {\"age_of_policyholder\": \"0.605769230769231\", \"support\": 735, \"avg_response\": 0.0664625850340136}, {\"age_of_policyholder\": \"0.615384615384615\", \"support\": 703, \"avg_response\": 0.06344238975817923}, {\"age_of_policyholder\": \"0.625\", \"support\": 675, \"avg_response\": 0.0637925925925926}, {\"age_of_policyholder\": \"0.644230769230769\", \"support\": 619, \"avg_response\": 0.06252019386106623}, {\"age_of_policyholder\": \"0.634615384615385\", \"support\": 593, \"avg_response\": 0.06401349072512648}, {\"age_of_policyholder\": \"0.653846153846154\", \"support\": 560, \"avg_response\": 0.06698214285714285}, {\"age_of_policyholder\": \"0.663461538461538\", \"support\": 488, \"avg_response\": 0.06842213114754099}, {\"age_of_policyholder\": \"0.673076923076923\", \"support\": 488, \"avg_response\": 0.06641393442622952}, {\"age_of_policyholder\": \"0.682692307692308\", \"support\": 463, \"avg_response\": 0.06362850971922246}, {\"age_of_policyholder\": \"0.701923076923077\", \"support\": 447, \"avg_response\": 0.06668903803131991}, {\"age_of_policyholder\": \"0.692307692307692\", \"support\": 416, \"avg_response\": 0.06319711538461538}, {\"age_of_policyholder\": \"0.711538461538462\", \"support\": 372, \"avg_response\": 0.05970430107526882}, {\"age_of_policyholder\": \"0.721153846153846\", \"support\": 345, \"avg_response\": 0.06104347826086956}, {\"age_of_policyholder\": \"0.730769230769231\", \"support\": 334, \"avg_response\": 0.07335329341317365}, {\"age_of_policyholder\": \"0.75\", \"support\": 287, \"avg_response\": 0.06742160278745644}, {\"age_of_policyholder\": \"0.740384615384615\", \"support\": 286, \"avg_response\": 0.06727272727272728}, {\"age_of_policyholder\": \"0.759615384615385\", \"support\": 233, \"avg_response\": 0.07133047210300429}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 44.71}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5e94da9b8735fd8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5e94da9b8735fd8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1124f5d22f39d5cde9bafdbef8009f9fcbcb763c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5e94da9b8735fd8/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:33.246018+00:00", + "ended_at": "2026-05-19T16:31:33.292152+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_e5e94da9b8735fd8", + "problem_id": "v2p_m2_1699d77defbaf5f9", + "dataset_id": "m2", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=age_of_car, key_col=age_of_policyholder.", + "bindings": { + "key_col": "age_of_policyholder", + "measure_col": "age_of_car", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "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_f/m2/sql/v2q_m2_e5e94da9b8735fd8.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_f/m2/artifacts/v2q_m2_e5e94da9b8735fd8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5e94da9b8735fd8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5e94da9b8735fd8/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_f/m2/artifacts/v2q_m2_e61a4f54629bcf40/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e61a4f54629bcf40/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e312ba8a12c10e2ba1cc841cb53e19dd209e1d41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e61a4f54629bcf40/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "F8D Petrol Engine", "support": 14948, "support_share": 0.2551201529219006, "cumulative_support": 14948}, {"value_label": "1.5 L U2 CRDi", "support": 14018, "support_share": 0.23924767886400874, "cumulative_support": 28966}, {"value_label": "K Series Dual jet", "support": 13776, "support_share": 0.2351174221736756, "cumulative_support": 42742}, {"value_label": "K10C", "support": 4173, "support_share": 0.07122132714363735, "cumulative_support": 46915}, {"value_label": "1.2 L K Series Engine", "support": 2940, "support_share": 0.05017749863462589, "cumulative_support": 49855}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e61a4f54629bcf40/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e61a4f54629bcf40/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce8bdb7849be07ab006dd34555c3de4fb7a4becb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e61a4f54629bcf40/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_e61a4f54629bcf40 +-- problem_id: v2p_m2_535e84228214c408 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "engine_type" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "engine_type" +), 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_f/m2/artifacts/v2q_m2_e61a4f54629bcf40/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e61a4f54629bcf40/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27973b2f30cd9bbe16ff07859d77b3d0990d60f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e61a4f54629bcf40/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_f\n-- sql_source_dataset_id: m2\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_m2_e61a4f54629bcf40\n-- problem_id: v2p_m2_535e84228214c408\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"engine_type\" AS value_label, COUNT(*) AS support\n FROM \"m2\"\n GROUP BY \"engine_type\"\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_f\\n-- sql_source_dataset_id: m2\\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_m2_e61a4f54629bcf40\\n-- problem_id: v2p_m2_535e84228214c408\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"engine_type\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m2\\\"\\n GROUP BY \\\"engine_type\\\"\\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\": \"F8D Petrol Engine\", \"support\": 14948, \"support_share\": 0.2551201529219006, \"cumulative_support\": 14948}, {\"value_label\": \"1.5 L U2 CRDi\", \"support\": 14018, \"support_share\": 0.23924767886400874, \"cumulative_support\": 28966}, {\"value_label\": \"K Series Dual jet\", \"support\": 13776, \"support_share\": 0.2351174221736756, \"cumulative_support\": 42742}, {\"value_label\": \"K10C\", \"support\": 4173, \"support_share\": 0.07122132714363735, \"cumulative_support\": 46915}, {\"value_label\": \"1.2 L K Series Engine\", \"support\": 2940, \"support_share\": 0.05017749863462589, \"cumulative_support\": 49855}, {\"value_label\": \"1.0 SCe\", \"support\": 2373, \"support_share\": 0.04050040961223375, \"cumulative_support\": 52228}, {\"value_label\": \"i-DTEC\", \"support\": 2114, \"support_share\": 0.0360800109229929, \"cumulative_support\": 54342}, {\"value_label\": \"1.5 Turbocharged Revotorq\", \"support\": 1598, \"support_share\": 0.027273347897323868, \"cumulative_support\": 55940}, {\"value_label\": \"G12B\", \"support\": 1209, \"support_share\": 0.02063421627525942, \"cumulative_support\": 57149}, {\"value_label\": \"1.2 L K12N Dualjet\", \"support\": 1080, \"support_share\": 0.018432550518842163, \"cumulative_support\": 58229}, {\"value_label\": \"1.5 Turbocharged Revotron\", \"support\": 363, \"support_share\": 0.006195385035499727, \"cumulative_support\": 58592}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 37.92}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e61a4f54629bcf40/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e61a4f54629bcf40/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8e562f3bc5b522549b879f5d0d452410444ba519 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e61a4f54629bcf40/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:32.292034+00:00", + "ended_at": "2026-05-19T16:31:32.330965+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_e61a4f54629bcf40", + "problem_id": "v2p_m2_535e84228214c408", + "dataset_id": "m2", + "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=engine_type.", + "bindings": { + "group_col": "engine_type" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_e61a4f54629bcf40.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_f/m2/artifacts/v2q_m2_e61a4f54629bcf40/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e61a4f54629bcf40/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e61a4f54629bcf40/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_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0520e5d0aa7a3a9fc5435f74b5d7944532e65c90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:10:35.703651+00:00", + "ended_at": "2026-05-19T16:10:44.529812+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_e6ba6bbbdd5dcf29", + "problem_id": "v2p_m2_13fbf013e1f502f6", + "dataset_id": "m2", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "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 Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=length, measure_col=turning_radius.", + "bindings": { + "group_col": "length", + "measure_col": "turning_radius", + "item_col": "policy_tenure", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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", + "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_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c9bb990c7afdc57c8be33004bd2062dc15f464b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:40.351556+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": 4639.27, "started_at": "2026-05-19T16:10:35.711484+00:00", "ended_at": "2026-05-19T16:10:40.350783+00:00", "prompt_metrics": {"chars": 21951, "bytes_utf8": 21951, "lines": 626, "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\":\"019e4100-dc32-7da1-a923-eac44d025218\"}\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": "2026-05-19T16:10:44.529672+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": 3175.79, "started_at": "2026-05-19T16:10:41.352654+00:00", "ended_at": "2026-05-19T16:10:44.528482+00:00", "prompt_metrics": {"chars": 21951, "bytes_utf8": 21951, "lines": 626, "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\":\"019e4100-f246-7ef3-8b3b-a95631df866d\"}\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_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f550696d0b9eeb89e0f2ee16af2d29f91a2e384a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:11:29.370181+00:00", + "ended_at": "2026-05-19T16:11:37.783531+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_e89ef26cc6742f02", + "problem_id": "v2p_m2_662ba74e3d7c89dd", + "dataset_id": "m2", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "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 Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=is_front_fog_lights, measure_col=gross_weight.", + "bindings": { + "group_col": "is_front_fog_lights", + "measure_col": "gross_weight", + "item_col": "population_density", + "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": 1510.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "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", + "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_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..131a7af7c9810e9e9a9b2d4a8c71608ad5919845 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:32.545006+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": 3165.69, "started_at": "2026-05-19T16:11:29.378234+00:00", "ended_at": "2026-05-19T16:11:32.543958+00:00", "prompt_metrics": {"chars": 21984, "bytes_utf8": 21984, "lines": 626, "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\":\"019e4101-adf0-71e1-a4ad-d530e8734aad\"}\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": "2026-05-19T16:11:37.783428+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": 4235.83, "started_at": "2026-05-19T16:11:33.546459+00:00", "ended_at": "2026-05-19T16:11:37.782323+00:00", "prompt_metrics": {"chars": 21984, "bytes_utf8": 21984, "lines": 626, "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\":\"019e4101-be16-7c13-b5a4-7b6815157ae7\"}\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_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cd49b900a3956ee23b3a8d63972aba4af1715e36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:25:17.248480+00:00", + "ended_at": "2026-05-19T16:25:25.440499+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_eaf4987bc5e99366", + "problem_id": "v2p_m2_4d91ec7135cfbe0a", + "dataset_id": "m2", + "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=cylinder, condition_col=is_power_door_locks.", + "bindings": { + "group_col": "cylinder", + "condition_col": "is_power_door_locks", + "condition_value": "Yes", + "positive_value": "Yes", + "negative_value": "No", + "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": 1510.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=8", + "sql_variant_index=1/2", + "binding_index=103" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "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_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26c590712179fa6a02ee010e34b78d05548f3590 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:20.986951+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": 3722.52, "started_at": "2026-05-19T16:25:17.263223+00:00", "ended_at": "2026-05-19T16:25:20.985803+00:00", "prompt_metrics": {"chars": 21797, "bytes_utf8": 21797, "lines": 627, "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\":\"019e410e-505c-7093-94a6-b181fb8fd2b8\"}\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": "2026-05-19T16:25:25.440385+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": 3450.76, "started_at": "2026-05-19T16:25:21.988503+00:00", "ended_at": "2026-05-19T16:25:25.439318+00:00", "prompt_metrics": {"chars": 21797, "bytes_utf8": 21797, "lines": 627, "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\":\"019e410e-62b8-71b2-a04c-2968029bb9fd\"}\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_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2827f1d5681e657e539e7c6ad3376427a02f5460 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:04.480223+00:00", + "ended_at": "2026-05-19T16:23:08.618369+00:00", + "elapsed_ms": 4138.1, + "returncode": 1, + "prompt_metrics": { + "chars": 21734, + "bytes_utf8": 21734, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..689e0ffcac455949137fcc8d5cee1462b53f08f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:09.621226+00:00", + "ended_at": "2026-05-19T16:23:15.786634+00:00", + "elapsed_ms": 6165.35, + "returncode": 1, + "prompt_metrics": { + "chars": 21734, + "bytes_utf8": 21734, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af5d3827ea20c7aabb45c0e4cca4456d999565c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=max_power, measure_col=population_density.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "max_power", + "measure_col": "population_density", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..af5d3827ea20c7aabb45c0e4cca4456d999565c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=max_power, measure_col=population_density.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "max_power", + "measure_col": "population_density", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..acb0a14065727bd22e67aacd800405bbf17b6845 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-4978-74b1-9156-e7ea39a13a9b"} +{"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_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42810fa99e636d412e27c090d8e9fe786f6abc87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-4978-74b1-9156-e7ea39a13a9b"} +{"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_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fafd7f1f6413a6494d0c09467e96371b73967c5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-5db6-7242-9d16-ef04be1978a0"} +{"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_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d307302914e45edbbf4297c3602b57b2b3a3eed9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-5db6-7242-9d16-ef04be1978a0"} +{"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_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6b11087daae0b2d7e8309382433bc87ca04ef915 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:23:04.466064+00:00", + "ended_at": "2026-05-19T16:23:15.787952+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_eb3749d7939479f3", + "problem_id": "v2p_m2_c822f85588d31969", + "dataset_id": "m2", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "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 Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=max_power, measure_col=population_density.", + "bindings": { + "group_col": "max_power", + "measure_col": "population_density", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "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", + "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_f/m2/artifacts/v2q_m2_eb3749d7939479f3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b4cc0a1b0d8d1cdefd01457f224e159bdb395d63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eb3749d7939479f3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:08.619408+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": 4138.1, "started_at": "2026-05-19T16:23:04.480223+00:00", "ended_at": "2026-05-19T16:23:08.618369+00:00", "prompt_metrics": {"chars": 21734, "bytes_utf8": 21734, "lines": 624, "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\":\"019e410c-4978-74b1-9156-e7ea39a13a9b\"}\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": "2026-05-19T16:23:15.787825+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": 6165.35, "started_at": "2026-05-19T16:23:09.621226+00:00", "ended_at": "2026-05-19T16:23:15.786634+00:00", "prompt_metrics": {"chars": 21734, "bytes_utf8": 21734, "lines": 624, "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\":\"019e410c-5db6-7242-9d16-ef04be1978a0\"}\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_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f96e510161005c466368182c4741e725052ca1f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:56.905298+00:00", + "ended_at": "2026-05-19T16:30:00.523795+00:00", + "elapsed_ms": 3618.45, + "returncode": 1, + "prompt_metrics": { + "chars": 21629, + "bytes_utf8": 21629, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..75d025ce76c2932c443961f1e19d2ad3bc4a1521 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:01.527392+00:00", + "ended_at": "2026-05-19T16:30:04.583716+00:00", + "elapsed_ms": 3056.26, + "returncode": 1, + "prompt_metrics": { + "chars": 21629, + "bytes_utf8": 21629, + "lines": 624, + "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_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fda42f3f9cbdc3472c6ba39a7ba8b2e80dfc0377 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=max_power, measure_col=policy_tenure.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "max_power", + "measure_col": "policy_tenure", + "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": 1.039104, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fda42f3f9cbdc3472c6ba39a7ba8b2e80dfc0377 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=max_power, measure_col=policy_tenure.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "max_power", + "measure_col": "policy_tenure", + "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": 1.039104, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..02bf1cb4eb0a4164e1e58384e650fbc6fe9a9ed2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-94a3-7c61-85a8-41091d5263f9"} +{"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_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4520f53131d3b4225b766c26c63044f5ec4f1ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-94a3-7c61-85a8-41091d5263f9"} +{"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_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea688955d9496beaa5db2a168f859ad8665b9a4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-a6c2-76c3-ac73-77be62647642"} +{"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_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..26ddce38e142a343bb9a4a89000a4050feb9f5d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-a6c2-76c3-ac73-77be62647642"} +{"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_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eca5ad38c77da321dd076956b97f39d424410c15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:29:56.891296+00:00", + "ended_at": "2026-05-19T16:30:04.584945+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_ec04ea60649669d6", + "problem_id": "v2p_m2_d58d23c714d19398", + "dataset_id": "m2", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "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 Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=max_power, measure_col=policy_tenure.", + "bindings": { + "group_col": "max_power", + "measure_col": "policy_tenure", + "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": 1.039104, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=135" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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", + "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_f/m2/artifacts/v2q_m2_ec04ea60649669d6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a3bed8f5a9836338fccc7f29a553d3bf5403389 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ec04ea60649669d6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:30:00.524848+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": 3618.45, "started_at": "2026-05-19T16:29:56.905298+00:00", "ended_at": "2026-05-19T16:30:00.523795+00:00", "prompt_metrics": {"chars": 21629, "bytes_utf8": 21629, "lines": 624, "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\":\"019e4112-94a3-7c61-85a8-41091d5263f9\"}\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": "2026-05-19T16:30:04.584832+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": 3056.26, "started_at": "2026-05-19T16:30:01.527392+00:00", "ended_at": "2026-05-19T16:30:04.583716+00:00", "prompt_metrics": {"chars": 21629, "bytes_utf8": 21629, "lines": 624, "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\":\"019e4112-a6c2-76c3-ac73-77be62647642\"}\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_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..58a39e6dec7013c60847370348991e8aa2f635b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:10:44.531356+00:00", + "ended_at": "2026-05-19T16:10:51.746794+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_ecbaff2881db56e5", + "problem_id": "v2p_m2_c38111800ac0df2c", + "dataset_id": "m2", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "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 Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=width, measure_col=length.", + "bindings": { + "group_col": "width", + "measure_col": "length", + "item_col": "age_of_car", + "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": 3995.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "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", + "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_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d5680848fffd4b61cf058024bd8fedf0188ae86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:47.632168+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": 3090.68, "started_at": "2026-05-19T16:10:44.540615+00:00", "ended_at": "2026-05-19T16:10:47.631317+00:00", "prompt_metrics": {"chars": 21931, "bytes_utf8": 21931, "lines": 626, "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\":\"019e4100-feb9-7ae0-a11e-578475eb7cff\"}\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": "2026-05-19T16:10:51.746680+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": 3112.37, "started_at": "2026-05-19T16:10:48.633293+00:00", "ended_at": "2026-05-19T16:10:51.745698+00:00", "prompt_metrics": {"chars": 21931, "bytes_utf8": 21931, "lines": 626, "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\":\"019e4101-0eb3-7482-9b9e-1b001c833251\"}\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_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c1a735230b0c49b9953d7441e7146dfbbb171ed8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:11:59.666251+00:00", + "ended_at": "2026-05-19T16:12:07.767371+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_ed65733ab7cad5c3", + "problem_id": "v2p_m2_8039b5619c23e34c", + "dataset_id": "m2", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "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 Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=is_rear_window_washer, measure_col=policy_tenure.", + "bindings": { + "group_col": "is_rear_window_washer", + "measure_col": "policy_tenure", + "item_col": "policy_tenure", + "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": 1.039104, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "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", + "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_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d62cb25ce3a22359e751fc3f6cb2dd767631ba6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:03.503954+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": 3827.94, "started_at": "2026-05-19T16:11:59.675271+00:00", "ended_at": "2026-05-19T16:12:03.503238+00:00", "prompt_metrics": {"chars": 21987, "bytes_utf8": 21987, "lines": 626, "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\":\"019e4102-2430-7890-b5f8-cdd44344c9cb\"}\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": "2026-05-19T16:12:07.767284+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": 3260.52, "started_at": "2026-05-19T16:12:04.505984+00:00", "ended_at": "2026-05-19T16:12:07.766558+00:00", "prompt_metrics": {"chars": 21987, "bytes_utf8": 21987, "lines": 626, "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\":\"019e4102-3722-7f42-b1d6-8574db8c35dd\"}\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_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9436949264fc4623eee80efd0340b901c8b8b75a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:26:39.424654+00:00", + "ended_at": "2026-05-19T16:26:47.662569+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_eda0cfd25cfb4134", + "problem_id": "v2p_m2_3625226ce0117cd9", + "dataset_id": "m2", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=turning_radius.", + "bindings": { + "measure_col": "turning_radius", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=114" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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", + "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_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee8ee0964b79755e3458cf810f661488fda020ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:42.967219+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": 3527.72, "started_at": "2026-05-19T16:26:39.438352+00:00", "ended_at": "2026-05-19T16:26:42.966133+00:00", "prompt_metrics": {"chars": 21480, "bytes_utf8": 21480, "lines": 622, "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\":\"019e410f-9133-7322-adca-a99bb6f13245\"}\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": "2026-05-19T16:26:47.662443+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": 3691.56, "started_at": "2026-05-19T16:26:43.969716+00:00", "ended_at": "2026-05-19T16:26:47.661354+00:00", "prompt_metrics": {"chars": 21480, "bytes_utf8": 21480, "lines": 622, "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\":\"019e410f-a2f0-7ec2-9575-dfe6098ebbdd\"}\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_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d63e990c0670c43416d0e43a6f7ae73ea7ad1873 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:01.105912+00:00", + "ended_at": "2026-05-19T16:25:04.747156+00:00", + "elapsed_ms": 3641.19, + "returncode": 1, + "prompt_metrics": { + "chars": 21811, + "bytes_utf8": 21811, + "lines": 627, + "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_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..36cfef0ca710a1c5b721a62d5064fb9fb8d1abc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:25:05.750430+00:00", + "ended_at": "2026-05-19T16:25:08.788516+00:00", + "elapsed_ms": 3038.04, + "returncode": 1, + "prompt_metrics": { + "chars": 21811, + "bytes_utf8": 21811, + "lines": 627, + "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_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfd48902018bc2ec3af5d700cf38a7d31f1e5701 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,627 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=displacement, condition_col=is_brake_assist.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "displacement", + "condition_col": "is_brake_assist", + "condition_value": "Yes", + "positive_value": "Yes", + "negative_value": "No", + "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": 1635.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfd48902018bc2ec3af5d700cf38a7d31f1e5701 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,627 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=displacement, condition_col=is_brake_assist.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "displacement", + "condition_col": "is_brake_assist", + "condition_value": "Yes", + "positive_value": "Yes", + "negative_value": "No", + "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": 1635.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b26c8bcc9bfaf67e0bd1ba9487ebb535d4e6b97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-113b-7e92-9744-5feafaf4e76e"} +{"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_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb2c83d4d1142ce2e2d9578a8c3c6ca542b55a0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-113b-7e92-9744-5feafaf4e76e"} +{"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_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0505067777fdba6bc82ac66ab37a4adc3934bcb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-2345-7f40-9949-286257466990"} +{"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_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4552b5fc2ee0b4607d2642e1519562099cb7bb08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-2345-7f40-9949-286257466990"} +{"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_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..282b990e69a784286989fbae6d73c25fcf4864b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:25:01.090507+00:00", + "ended_at": "2026-05-19T16:25:08.789765+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_ee38b66f5b626381", + "problem_id": "v2p_m2_62249a3a83e09754", + "dataset_id": "m2", + "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=displacement, condition_col=is_brake_assist.", + "bindings": { + "group_col": "displacement", + "condition_col": "is_brake_assist", + "condition_value": "Yes", + "positive_value": "Yes", + "negative_value": "No", + "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": 1635.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=102" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "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_f/m2/artifacts/v2q_m2_ee38b66f5b626381/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..56487f04fa6ed53a1172d31a85a487278d1d4130 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ee38b66f5b626381/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:04.748853+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": 3641.19, "started_at": "2026-05-19T16:25:01.105912+00:00", "ended_at": "2026-05-19T16:25:04.747156+00:00", "prompt_metrics": {"chars": 21811, "bytes_utf8": 21811, "lines": 627, "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\":\"019e410e-113b-7e92-9744-5feafaf4e76e\"}\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": "2026-05-19T16:25:08.789646+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": 3038.04, "started_at": "2026-05-19T16:25:05.750430+00:00", "ended_at": "2026-05-19T16:25:08.788516+00:00", "prompt_metrics": {"chars": 21811, "bytes_utf8": 21811, "lines": 627, "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\":\"019e410e-2345-7f40-9949-286257466990\"}\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_f/m2/artifacts/v2q_m2_eecb411862917189/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eecb411862917189/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..36d1cc2ede082b4aab0667834cedf269f70f610a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eecb411862917189/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"population_density": "8794", "support": 13654, "avg_response": 0.08877764757580196}, {"population_density": "27003", "support": 7342, "avg_response": 0.07014301280305094}, {"population_density": "34738", "support": 6979, "avg_response": 0.05949133113626594}, {"population_density": "4076", "support": 6101, "avg_response": 0.04759711522701196}, {"population_density": "7788", "support": 3660, "avg_response": 0.07818032786885246}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eecb411862917189/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eecb411862917189/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d4b6ed6d228450234ac1da143d86e277a290ab1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eecb411862917189/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_eecb411862917189 +-- problem_id: v2p_m2_ddd2daf7d8f0d5fe +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "population_density", + COUNT(*) AS support, + AVG("age_of_car") AS avg_response +FROM "m2" +GROUP BY "population_density" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eecb411862917189/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eecb411862917189/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb88009bd076adeb48d10e6c44f7a40a6afb2ebe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eecb411862917189/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_f\n-- sql_source_dataset_id: m2\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m2_eecb411862917189\n-- problem_id: v2p_m2_ddd2daf7d8f0d5fe\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"population_density\",\n COUNT(*) AS support,\n AVG(\"age_of_car\") AS avg_response\nFROM \"m2\"\nGROUP BY \"population_density\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: m2\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m2_eecb411862917189\\n-- problem_id: v2p_m2_ddd2daf7d8f0d5fe\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"population_density\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age_of_car\\\") AS avg_response\\nFROM \\\"m2\\\"\\nGROUP BY \\\"population_density\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"population_density\", \"support\", \"avg_response\"], \"rows\": [{\"population_density\": \"8794\", \"support\": 13654, \"avg_response\": 0.08877764757580196}, {\"population_density\": \"27003\", \"support\": 7342, \"avg_response\": 0.07014301280305094}, {\"population_density\": \"34738\", \"support\": 6979, \"avg_response\": 0.05949133113626594}, {\"population_density\": \"4076\", \"support\": 6101, \"avg_response\": 0.04759711522701196}, {\"population_density\": \"7788\", \"support\": 3660, \"avg_response\": 0.07818032786885246}, {\"population_density\": \"5410\", \"support\": 3423, \"avg_response\": 0.0796465089103126}, {\"population_density\": \"73430\", \"support\": 3155, \"avg_response\": 0.05992709984152139}, {\"population_density\": \"17804\", \"support\": 2734, \"avg_response\": 0.06185442574981712}, {\"population_density\": \"6112\", \"support\": 2167, \"avg_response\": 0.06097369635440701}, {\"population_density\": \"34791\", \"support\": 1589, \"avg_response\": 0.0826431718061674}, {\"population_density\": \"4990\", \"support\": 1468, \"avg_response\": 0.04865803814713897}, {\"population_density\": \"6108\", \"support\": 1212, \"avg_response\": 0.06726897689768976}, {\"population_density\": \"27742\", \"support\": 952, \"avg_response\": 0.07012605042016808}, {\"population_density\": \"13051\", \"support\": 890, \"avg_response\": 0.057191011235955054}, {\"population_density\": \"290\", \"support\": 771, \"avg_response\": 0.06479896238651102}, {\"population_density\": \"21622\", \"support\": 665, \"avg_response\": 0.056766917293233084}, {\"population_density\": \"65567\", \"support\": 492, \"avg_response\": 0.04849593495934959}, {\"population_density\": \"16206\", \"support\": 401, \"avg_response\": 0.042244389027431425}, {\"population_density\": \"3264\", \"support\": 379, \"avg_response\": 0.07298153034300792}, {\"population_density\": \"35036\", \"support\": 242, \"avg_response\": 0.03644628099173554}, {\"population_density\": \"16733\", \"support\": 207, \"avg_response\": 0.06270531400966184}, {\"population_density\": \"20905\", \"support\": 109, \"avg_response\": 0.0544954128440367}], \"row_count_returned\": 22, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 37.29}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eecb411862917189/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eecb411862917189/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3653994b686450093e9f140ff8f71d57bde9f280 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eecb411862917189/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:33.443455+00:00", + "ended_at": "2026-05-19T16:31:33.481895+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_eecb411862917189", + "problem_id": "v2p_m2_ddd2daf7d8f0d5fe", + "dataset_id": "m2", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=age_of_car, key_col=population_density.", + "bindings": { + "key_col": "population_density", + "measure_col": "age_of_car", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "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_f/m2/sql/v2q_m2_eecb411862917189.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_f/m2/artifacts/v2q_m2_eecb411862917189/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eecb411862917189/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eecb411862917189/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_f/m2/artifacts/v2q_m2_eee14e51009c78cc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a456b1e04106e887a0c119f92d5f70ad30ae1ba3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:21:24.686964+00:00", + "ended_at": "2026-05-19T16:21:34.229951+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_eee14e51009c78cc", + "problem_id": "v2p_m2_1f5360310fd1b767", + "dataset_id": "m2", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "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 Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=make, measure_col=gross_weight.", + "bindings": { + "group_col": "make", + "measure_col": "gross_weight", + "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": 1510.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23cf055898a0d9cfe94b2d391ead988b1150dcad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:30.045337+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": 5348.98, "started_at": "2026-05-19T16:21:24.695397+00:00", "ended_at": "2026-05-19T16:21:30.044402+00:00", "prompt_metrics": {"chars": 21713, "bytes_utf8": 21713, "lines": 624, "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\":\"019e410a-c376-7d42-a39c-3548f6f2000f\"}\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": "2026-05-19T16:21:34.229863+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": 3181.62, "started_at": "2026-05-19T16:21:31.047407+00:00", "ended_at": "2026-05-19T16:21:34.229072+00:00", "prompt_metrics": {"chars": 21713, "bytes_utf8": 21713, "lines": 624, "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\":\"019e410a-dc2c-7990-82b7-46f51fbb8613\"}\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_f/m2/artifacts/v2q_m2_f2ea549959dc7024/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..606dca0c603aed8bc39e928561a4367fd3938cd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:25:57.474281+00:00", + "ended_at": "2026-05-19T16:26:05.464238+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_f2ea549959dc7024", + "problem_id": "v2p_m2_3fd7bd258221c3f6", + "dataset_id": "m2", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=make.", + "bindings": { + "measure_col": "make", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "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", + "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_f/m2/artifacts/v2q_m2_f2ea549959dc7024/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcad881e9927f0c5c6a6c2fa52881d6a32329c96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:01.098965+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": 3606.78, "started_at": "2026-05-19T16:25:57.490930+00:00", "ended_at": "2026-05-19T16:26:01.097761+00:00", "prompt_metrics": {"chars": 21459, "bytes_utf8": 21459, "lines": 622, "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\":\"019e410e-ed7e-78f1-94cc-6713dad0b35a\"}\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": "2026-05-19T16:26:05.464128+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": 3362.27, "started_at": "2026-05-19T16:26:02.100668+00:00", "ended_at": "2026-05-19T16:26:05.462984+00:00", "prompt_metrics": {"chars": 21459, "bytes_utf8": 21459, "lines": 622, "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\":\"019e410e-ff71-7362-86bd-d0e64cb01e1c\"}\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_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..79b563808a3adc9c816e31264e02a0922123ec7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:19:43.941787+00:00", + "ended_at": "2026-05-19T16:19:53.983797+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_f3813ba9786e4b5e", + "problem_id": "v2p_m2_60eee2bcd4d823ab", + "dataset_id": "m2", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "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 Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_speed_alert, measure_col=displacement.", + "bindings": { + "group_col": "is_speed_alert", + "measure_col": "displacement", + "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": 1197.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=81" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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", + "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_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f694946ff836c023a12f2942d8493ddbbf7ec6f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:46.917441+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": 2966.03, "started_at": "2026-05-19T16:19:43.950496+00:00", "ended_at": "2026-05-19T16:19:46.916557+00:00", "prompt_metrics": {"chars": 22110, "bytes_utf8": 22110, "lines": 624, "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\":\"019e4109-39d4-70b2-89bd-74e35a02d014\"}\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": "2026-05-19T16:19:53.983685+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": 6064.07, "started_at": "2026-05-19T16:19:47.918588+00:00", "ended_at": "2026-05-19T16:19:53.982695+00:00", "prompt_metrics": {"chars": 22110, "bytes_utf8": 22110, "lines": 624, "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\":\"019e4109-4973-73e3-9af5-06aa862c9372\"}\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_f/m2/artifacts/v2q_m2_f44c275605ef8d47/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5035f8732e10fff5a7dc592b2bbc54d9c763f7eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:07:05.200117+00:00", + "ended_at": "2026-05-19T16:07:12.917818+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_f44c275605ef8d47", + "problem_id": "v2p_m2_b1358d9f35c0f54c", + "dataset_id": "m2", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=age_of_car, measure_col=policy_tenure.", + "bindings": { + "group_col": "age_of_car", + "measure_col": "policy_tenure", + "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": 0.904032, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "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", + "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_f/m2/artifacts/v2q_m2_f44c275605ef8d47/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..40a1f5b344f5db4be209234b2b9ad8b3a92d50cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:08.449761+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3240.15, "started_at": "2026-05-19T16:07:05.208761+00:00", "ended_at": "2026-05-19T16:07:08.448941+00:00", "prompt_metrics": {"chars": 21551, "bytes_utf8": 21551, "lines": 624, "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\":\"019e40fd-a5fc-7af0-97cc-c7fbe8659499\"}\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": "2026-05-19T16:07:12.917708+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": 3465.33, "started_at": "2026-05-19T16:07:09.451370+00:00", "ended_at": "2026-05-19T16:07:12.916736+00:00", "prompt_metrics": {"chars": 21551, "bytes_utf8": 21551, "lines": 624, "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\":\"019e40fd-b689-7563-8a7e-5669a208e731\"}\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_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b97de847242582d430083f49f13832bea6fd6158 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:24:13.878976+00:00", + "ended_at": "2026-05-19T16:24:21.102796+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_f5b51d8093eb53a5", + "problem_id": "v2p_m2_fe755a2b2d6c4100", + "dataset_id": "m2", + "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=is_parking_sensors, condition_col=is_rear_window_wiper.", + "bindings": { + "group_col": "is_parking_sensors", + "condition_col": "is_rear_window_wiper", + "condition_value": "No", + "positive_value": "No", + "negative_value": "Yes", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "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=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", + "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_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7fa895fd482dc32ded2dea2d5da7d38580a5425 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:16.857508+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": 2962.62, "started_at": "2026-05-19T16:24:13.893801+00:00", "ended_at": "2026-05-19T16:24:16.856469+00:00", "prompt_metrics": {"chars": 21815, "bytes_utf8": 21815, "lines": 627, "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\":\"019e410d-58d6-72a0-975d-0d06f7b070df\"}\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": "2026-05-19T16:24:21.102689+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": 3242.35, "started_at": "2026-05-19T16:24:17.859227+00:00", "ended_at": "2026-05-19T16:24:21.101632+00:00", "prompt_metrics": {"chars": 21815, "bytes_utf8": 21815, "lines": 627, "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\":\"019e410d-6831-70e0-9274-8762180cee90\"}\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_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f203b54ed91fc0c055bb3412b98624989aa9263a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:09:51.016401+00:00", + "ended_at": "2026-05-19T16:09:58.555354+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_f8a434f6079f5e3d", + "problem_id": "v2p_m2_cf221d3cbbe3e895", + "dataset_id": "m2", + "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=is_parking_sensors.", + "bindings": { + "group_col": "is_parking_sensors", + "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": 1.039104, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=4", + "sql_variant_index=1/1", + "binding_index=15" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..76a0679fc512d4d791476834c935b86f46b348e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:54.361274+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": 3334.29, "started_at": "2026-05-19T16:09:51.026188+00:00", "ended_at": "2026-05-19T16:09:54.360509+00:00", "prompt_metrics": {"chars": 21465, "bytes_utf8": 21465, "lines": 622, "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\":\"019e4100-2dc6-7032-834a-6d8001ef1dcb\"}\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": "2026-05-19T16:09:58.555255+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": 3191.09, "started_at": "2026-05-19T16:09:55.363254+00:00", "ended_at": "2026-05-19T16:09:58.554389+00:00", "prompt_metrics": {"chars": 21465, "bytes_utf8": 21465, "lines": 622, "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\":\"019e4100-3eb1-7413-95dc-378a23420dd3\"}\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_f/m2/artifacts/v2q_m2_fac1513ea53e48e0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fac1513ea53e48e0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bcf7df6d807dcf12097dcf2e1baff7c0230cf4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fac1513ea53e48e0/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "3445", "support": 14948, "support_share": 0.2551201529219006, "cumulative_support": 14948}, {"value_label": "4300", "support": 14018, "support_share": 0.23924767886400874, "cumulative_support": 28966}, {"value_label": "3845", "support": 13776, "support_share": 0.2351174221736756, "cumulative_support": 42742}, {"value_label": "3990", "support": 4538, "support_share": 0.07745084653194975, "cumulative_support": 47280}, {"value_label": "3655", "support": 4173, "support_share": 0.07122132714363735, "cumulative_support": 51453}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fac1513ea53e48e0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fac1513ea53e48e0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5fc8cdec83403b3dbd020317d5683012df8bb316 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fac1513ea53e48e0/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_fac1513ea53e48e0 +-- problem_id: v2p_m2_df057f08797a3a04 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "length" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "length" +), 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_f/m2/artifacts/v2q_m2_fac1513ea53e48e0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fac1513ea53e48e0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71a7a2fb55e5210d367ad7b88ec3d63a92c6e1f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fac1513ea53e48e0/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_f\n-- sql_source_dataset_id: m2\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_m2_fac1513ea53e48e0\n-- problem_id: v2p_m2_df057f08797a3a04\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"length\" AS value_label, COUNT(*) AS support\n FROM \"m2\"\n GROUP BY \"length\"\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_f\\n-- sql_source_dataset_id: m2\\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_m2_fac1513ea53e48e0\\n-- problem_id: v2p_m2_df057f08797a3a04\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"length\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m2\\\"\\n GROUP BY \\\"length\\\"\\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\": \"3445\", \"support\": 14948, \"support_share\": 0.2551201529219006, \"cumulative_support\": 14948}, {\"value_label\": \"4300\", \"support\": 14018, \"support_share\": 0.23924767886400874, \"cumulative_support\": 28966}, {\"value_label\": \"3845\", \"support\": 13776, \"support_share\": 0.2351174221736756, \"cumulative_support\": 42742}, {\"value_label\": \"3990\", \"support\": 4538, \"support_share\": 0.07745084653194975, \"cumulative_support\": 47280}, {\"value_label\": \"3655\", \"support\": 4173, \"support_share\": 0.07122132714363735, \"cumulative_support\": 51453}, {\"value_label\": \"3995\", \"support\": 3194, \"support_share\": 0.05451256144183506, \"cumulative_support\": 54647}, {\"value_label\": \"3731\", \"support\": 2373, \"support_share\": 0.04050040961223375, \"cumulative_support\": 57020}, {\"value_label\": \"3675\", \"support\": 1209, \"support_share\": 0.02063421627525942, \"cumulative_support\": 58229}, {\"value_label\": \"3993\", \"support\": 363, \"support_share\": 0.006195385035499727, \"cumulative_support\": 58592}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.57}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fac1513ea53e48e0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fac1513ea53e48e0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..602a9fd2fdfaaa08c22ef092b828091d6c260f4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fac1513ea53e48e0/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:32.418386+00:00", + "ended_at": "2026-05-19T16:31:32.451047+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_fac1513ea53e48e0", + "problem_id": "v2p_m2_df057f08797a3a04", + "dataset_id": "m2", + "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=length.", + "bindings": { + "group_col": "length" + }, + "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_f/m2/sql/v2q_m2_fac1513ea53e48e0.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_f/m2/artifacts/v2q_m2_fac1513ea53e48e0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fac1513ea53e48e0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fac1513ea53e48e0/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_f/m2/artifacts/v2q_m2_fb54ffaf18736a31/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb54ffaf18736a31/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f66fc48ff32a9af5d300e1845713a5a7d38dda21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb54ffaf18736a31/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Yes", "support": 57383, "support_share": 0.9793657837247406, "support_rank": 1}, {"value_label": "No", "support": 1209, "support_share": 0.02063421627525942, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb54ffaf18736a31/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb54ffaf18736a31/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..811d27e2a2d40545cbaf03ad784da0d26264dda6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb54ffaf18736a31/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_fb54ffaf18736a31 +-- problem_id: v2p_m2_aced08295cfb26d7 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "is_power_steering" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "is_power_steering" +) +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_f/m2/artifacts/v2q_m2_fb54ffaf18736a31/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb54ffaf18736a31/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a6ab54d112f3209b1c45546b379c4d77ec680e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb54ffaf18736a31/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_f\n-- sql_source_dataset_id: m2\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_m2_fb54ffaf18736a31\n-- problem_id: v2p_m2_aced08295cfb26d7\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"is_power_steering\" AS value_label, COUNT(*) AS support\n FROM \"m2\"\n GROUP BY \"is_power_steering\"\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_f\\n-- sql_source_dataset_id: m2\\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_m2_fb54ffaf18736a31\\n-- problem_id: v2p_m2_aced08295cfb26d7\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"is_power_steering\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m2\\\"\\n GROUP BY \\\"is_power_steering\\\"\\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\": \"Yes\", \"support\": 57383, \"support_share\": 0.9793657837247406, \"support_rank\": 1}, {\"value_label\": \"No\", \"support\": 1209, \"support_share\": 0.02063421627525942, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.09}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb54ffaf18736a31/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb54ffaf18736a31/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ba035a8ccdaff663d80c2349d77ad6dda3c76ea3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb54ffaf18736a31/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:32.851979+00:00", + "ended_at": "2026-05-19T16:31:32.873010+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_fb54ffaf18736a31", + "problem_id": "v2p_m2_aced08295cfb26d7", + "dataset_id": "m2", + "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=is_power_steering.", + "bindings": { + "group_col": "is_power_steering" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_fb54ffaf18736a31.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_f/m2/artifacts/v2q_m2_fb54ffaf18736a31/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb54ffaf18736a31/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb54ffaf18736a31/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_f/m2/artifacts/v2q_m2_fb9b768714e191ba/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d1c69f30bc0583e02a13c5c82c5b91af4c9d84fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:23:15.788479+00:00", + "ended_at": "2026-05-19T16:23:23.102441+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_fb9b768714e191ba", + "problem_id": "v2p_m2_9ef3844bdd8ebb19", + "dataset_id": "m2", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "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 Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=max_power, measure_col=population_density.", + "bindings": { + "group_col": "max_power", + "measure_col": "population_density", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "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", + "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_f/m2/artifacts/v2q_m2_fb9b768714e191ba/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a21df7ef51238c8fec6ec14938987ce56e567536 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:18.991429+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": 3187.73, "started_at": "2026-05-19T16:23:15.802621+00:00", "ended_at": "2026-05-19T16:23:18.990402+00:00", "prompt_metrics": {"chars": 21738, "bytes_utf8": 21738, "lines": 624, "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\":\"019e410c-75cb-7fe2-b480-e51fbe5bd17e\"}\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": "2026-05-19T16:23:23.102336+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": 3108.1, "started_at": "2026-05-19T16:23:19.992920+00:00", "ended_at": "2026-05-19T16:23:23.101071+00:00", "prompt_metrics": {"chars": 21738, "bytes_utf8": 21738, "lines": 624, "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\":\"019e410c-861e-7a30-b28e-ab6981d11361\"}\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_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..81b27871f5f2ed346c06c7496a7895f538a9a1fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:22.029282+00:00", + "ended_at": "2026-05-19T16:11:24.995204+00:00", + "elapsed_ms": 2965.89, + "returncode": 1, + "prompt_metrics": { + "chars": 21954, + "bytes_utf8": 21954, + "lines": 626, + "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_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..03960c57c51bfe8358d24dc15b5d4ee4271c88df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:25.998437+00:00", + "ended_at": "2026-05-19T16:11:29.368337+00:00", + "elapsed_ms": 3369.85, + "returncode": 1, + "prompt_metrics": { + "chars": 21954, + "bytes_utf8": 21954, + "lines": 626, + "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_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a75fcde570537f6bb785aecf30cd396de9a04d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,626 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=gross_weight, measure_col=height.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "gross_weight", + "measure_col": "height", + "item_col": "area_cluster", + "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": 1530.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a75fcde570537f6bb785aecf30cd396de9a04d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,626 @@ +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: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=gross_weight, measure_col=height.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "gross_weight", + "measure_col": "height", + "item_col": "area_cluster", + "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": 1530.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3852b391717db0810c2cca49aa5b0e08ddcb1a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-9169-7552-9ec2-3009d55eb5f2"} +{"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_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3b49930fc1ab0282b4ca7fc32b9bef719a6510e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-9169-7552-9ec2-3009d55eb5f2"} +{"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_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0b5596b7df9ce613bee1431b858c7a7ce394683 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-a0b9-7a73-8af5-6138858f3b39"} +{"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_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4dc4ba4b9c2d24cddd84ab6e6c02412133f1ddf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-a0b9-7a73-8af5-6138858f3b39"} +{"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_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..57ec3c242d3af0b3a6db854127511ad64429136b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:11:22.019286+00:00", + "ended_at": "2026-05-19T16:11:29.369673+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_fc64d633e29e7c8b", + "problem_id": "v2p_m2_5b2a41deefea6003", + "dataset_id": "m2", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "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 Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=gross_weight, measure_col=height.", + "bindings": { + "group_col": "gross_weight", + "measure_col": "height", + "item_col": "area_cluster", + "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": 1530.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "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", + "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_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58c02996ef7a384c5119ba10fb3d157f9ac2822d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fc64d633e29e7c8b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:24.995948+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": 2965.89, "started_at": "2026-05-19T16:11:22.029282+00:00", "ended_at": "2026-05-19T16:11:24.995204+00:00", "prompt_metrics": {"chars": 21954, "bytes_utf8": 21954, "lines": 626, "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\":\"019e4101-9169-7552-9ec2-3009d55eb5f2\"}\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": "2026-05-19T16:11:29.369514+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": 3369.85, "started_at": "2026-05-19T16:11:25.998437+00:00", "ended_at": "2026-05-19T16:11:29.368337+00:00", "prompt_metrics": {"chars": 21954, "bytes_utf8": 21954, "lines": 626, "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\":\"019e4101-a0b9-7a73-8af5-6138858f3b39\"}\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_f/m2/artifacts/v2q_m2_fe40bd2db343761a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fe40bd2db343761a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..aab5d476feff8102404d137e4bc08a0f15af69b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fe40bd2db343761a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "No", "support": 44574, "support_share": 0.7607523211359912, "cumulative_support": 44574}, {"value_label": "Yes", "support": 14018, "support_share": 0.23924767886400874, "cumulative_support": 58592}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fe40bd2db343761a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fe40bd2db343761a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9597d5850e6b54d967183725385fb500a5255724 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fe40bd2db343761a/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_fe40bd2db343761a +-- problem_id: v2p_m2_9d6109ece0c66bd9 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "is_tpms" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "is_tpms" +), 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_f/m2/artifacts/v2q_m2_fe40bd2db343761a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fe40bd2db343761a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5e4b4c6cfffe2b07397df454aaf135949c1bf5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fe40bd2db343761a/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_f\n-- sql_source_dataset_id: m2\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_m2_fe40bd2db343761a\n-- problem_id: v2p_m2_9d6109ece0c66bd9\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"is_tpms\" AS value_label, COUNT(*) AS support\n FROM \"m2\"\n GROUP BY \"is_tpms\"\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_f\\n-- sql_source_dataset_id: m2\\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_m2_fe40bd2db343761a\\n-- problem_id: v2p_m2_9d6109ece0c66bd9\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"is_tpms\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m2\\\"\\n GROUP BY \\\"is_tpms\\\"\\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\": \"No\", \"support\": 44574, \"support_share\": 0.7607523211359912, \"cumulative_support\": 44574}, {\"value_label\": \"Yes\", \"support\": 14018, \"support_share\": 0.23924767886400874, \"cumulative_support\": 58592}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.62}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fe40bd2db343761a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fe40bd2db343761a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..38e73cfa0778e2474360538ad8e6306a86872b7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fe40bd2db343761a/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:31:32.331710+00:00", + "ended_at": "2026-05-19T16:31:32.360470+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_fe40bd2db343761a", + "problem_id": "v2p_m2_9d6109ece0c66bd9", + "dataset_id": "m2", + "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=is_tpms.", + "bindings": { + "group_col": "is_tpms" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_fe40bd2db343761a.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_f/m2/artifacts/v2q_m2_fe40bd2db343761a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fe40bd2db343761a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fe40bd2db343761a/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_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8921021f6d78daeed9c3f1a9806e4076ecf16454 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m2", + "started_at": "2026-05-19T16:18:28.417679+00:00", + "ended_at": "2026-05-19T16:18:35.342251+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m2_fee417dbf5d10f5f", + "problem_id": "v2p_m2_43c5b35a6455b3dd", + "dataset_id": "m2", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "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": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=is_power_steering, measure_col=age_of_policyholder.", + "bindings": { + "group_col": "is_power_steering", + "measure_col": "age_of_policyholder", + "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": 0.548077, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=77" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dbb562faf458a1cdf514c76d9314b8f0e9eb4e8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:31.318111+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": 2890.72, "started_at": "2026-05-19T16:18:28.425887+00:00", "ended_at": "2026-05-19T16:18:31.316645+00:00", "prompt_metrics": {"chars": 22131, "bytes_utf8": 22131, "lines": 624, "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\":\"019e4108-12cb-7613-808a-09e601d50a63\"}\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": "2026-05-19T16:18:35.342164+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": 3021.25, "started_at": "2026-05-19T16:18:32.320100+00:00", "ended_at": "2026-05-19T16:18:35.341393+00:00", "prompt_metrics": {"chars": 22131, "bytes_utf8": 22131, "lines": 624, "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\":\"019e4108-21fe-7290-b834-1ae32b43d060\"}\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_f/m2/sql/v2q_m2_0c4ffe520624dc6c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_0c4ffe520624dc6c.sql new file mode 100644 index 0000000000000000000000000000000000000000..673c834662c895060197a8939ba58bedbb00c431 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_0c4ffe520624dc6c.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_0c4ffe520624dc6c +-- problem_id: v2p_m2_72bf5596ece7bb95 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "is_tpms" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "is_tpms" +) +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_f/m2/sql/v2q_m2_1047aeeee3a285bb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_1047aeeee3a285bb.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f04553f29ab46de8f2855734d651e21d1dfcb1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_1047aeeee3a285bb.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_1047aeeee3a285bb +-- problem_id: v2p_m2_2e642ec3e1a5ec7c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "policy_id", + COUNT(*) AS support, + AVG("policy_tenure") AS avg_response +FROM "m2" +GROUP BY "policy_id" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_209d51ae4f32d5b1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_209d51ae4f32d5b1.sql new file mode 100644 index 0000000000000000000000000000000000000000..7da34c907e93e5069ef3934abef675ae6fa149d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_209d51ae4f32d5b1.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_209d51ae4f32d5b1 +-- problem_id: v2p_m2_39b5d2f54cc5e725 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "rear_brakes_type" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "rear_brakes_type" +) +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_f/m2/sql/v2q_m2_387a7fba970911ad.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_387a7fba970911ad.sql new file mode 100644 index 0000000000000000000000000000000000000000..5483c53f6a3c79178e1f6917a03e8830979f9ce3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_387a7fba970911ad.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_387a7fba970911ad +-- problem_id: v2p_m2_40e56a40eb869307 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "area_cluster", + COUNT(*) AS support, + AVG("policy_tenure") AS avg_response +FROM "m2" +GROUP BY "area_cluster" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_3cc99237b9e1c859.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_3cc99237b9e1c859.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c8f9ae25e0fd4b96cec6b78471d9fac26fe6908 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_3cc99237b9e1c859.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_3cc99237b9e1c859 +-- problem_id: v2p_m2_e69a5d0317a66a5f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "population_density" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "population_density" +), 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_f/m2/sql/v2q_m2_4ae769672b93ff87.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_4ae769672b93ff87.sql new file mode 100644 index 0000000000000000000000000000000000000000..703715f5077c0a7c4ec2c8c7922f884e826fe3af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_4ae769672b93ff87.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_4ae769672b93ff87 +-- problem_id: v2p_m2_c90cbe8806408a25 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "age_of_car" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "age_of_car" +), 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_f/m2/sql/v2q_m2_54ac777ccdfa5306.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_54ac777ccdfa5306.sql new file mode 100644 index 0000000000000000000000000000000000000000..68608b24d4d5f75d2630dedaad754d37ef0f5473 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_54ac777ccdfa5306.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_54ac777ccdfa5306 +-- problem_id: v2p_m2_6217e1f48971ae80 +-- realization_mode: agent +-- source_kind: agent +SELECT "is_esc", COUNT(*) AS row_count +FROM "m2" +GROUP BY "is_esc" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_6388297e63c40af5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_6388297e63c40af5.sql new file mode 100644 index 0000000000000000000000000000000000000000..104d09ee91a88c53d8388e56141e715662aa6633 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_6388297e63c40af5.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_6388297e63c40af5 +-- problem_id: v2p_m2_041d8e10fb9bd36d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "rear_brakes_type" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "rear_brakes_type" +), 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_f/m2/sql/v2q_m2_664587e985bd74eb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_664587e985bd74eb.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed425bea0d9379d3f97dc0430a87ba587f1075de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_664587e985bd74eb.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m2_664587e985bd74eb +-- problem_id: v2p_m2_d6b4cbfde7084cf5 +-- realization_mode: agent +-- source_kind: agent +SELECT "population_density", SUM(CAST("population_density" AS REAL)) AS total_measure +FROM "m2" +GROUP BY "population_density" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_6cc4bc24d0a46b51.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_6cc4bc24d0a46b51.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f8ed790c40f05d5821a558ec8ab66d263688f96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_6cc4bc24d0a46b51.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_6cc4bc24d0a46b51 +-- problem_id: v2p_m2_fcd590727e08aed2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "fuel_type" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "fuel_type" +), 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_f/m2/sql/v2q_m2_6cf17ed565d4c2d2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_6cf17ed565d4c2d2.sql new file mode 100644 index 0000000000000000000000000000000000000000..5d8ee9dd9e54fc8bf086aec8384fc3ca51467579 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_6cf17ed565d4c2d2.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m2_6cf17ed565d4c2d2 +-- problem_id: v2p_m2_67e04e282354a4dc +-- realization_mode: agent +-- source_kind: agent +SELECT "max_torque", SUM(CAST("gear_box" AS REAL)) AS "total_measure" +FROM "m2" +GROUP BY "max_torque" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_7e79e4f159461e4d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_7e79e4f159461e4d.sql new file mode 100644 index 0000000000000000000000000000000000000000..b53c735850c2a91d53b95645332ac3e205bdba33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_7e79e4f159461e4d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_7e79e4f159461e4d +-- problem_id: v2p_m2_dd2ffefec2a2f8ea +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "area_cluster", + COUNT(*) AS support, + AVG("population_density") AS avg_response +FROM "m2" +GROUP BY "area_cluster" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_82687e89ee937423.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_82687e89ee937423.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8b9543cb0abd32d481d5db8485b7ecd1799d84a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_82687e89ee937423.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_82687e89ee937423 +-- problem_id: v2p_m2_a213e23946b1abd2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "gear_box" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "gear_box" +) +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_f/m2/sql/v2q_m2_868af48fb0457f14.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_868af48fb0457f14.sql new file mode 100644 index 0000000000000000000000000000000000000000..587612f20c1c8bed8c09d7c138f77e63ceaf94ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_868af48fb0457f14.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_868af48fb0457f14 +-- problem_id: v2p_m2_06e9a023d565534f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "is_rear_window_defogger" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "is_rear_window_defogger" +) +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_f/m2/sql/v2q_m2_884973c57357d110.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_884973c57357d110.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee1c867e3bf31345a34074ab0375ea6055908021 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_884973c57357d110.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_884973c57357d110 +-- problem_id: v2p_m2_853e02187cb89b07 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "engine_type" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "engine_type" +) +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_f/m2/sql/v2q_m2_8aadcb28508aa118.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_8aadcb28508aa118.sql new file mode 100644 index 0000000000000000000000000000000000000000..01d46f33c3881f1a6274f50a10018e08a399bd87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_8aadcb28508aa118.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_8aadcb28508aa118 +-- problem_id: v2p_m2_4e3e268ca39223c3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "area_cluster", + COUNT(*) AS support, + AVG("age_of_policyholder") AS avg_response +FROM "m2" +GROUP BY "area_cluster" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_8d0c9836b9a4ab3c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_8d0c9836b9a4ab3c.sql new file mode 100644 index 0000000000000000000000000000000000000000..47e1ba6f99b8b0b5ca0572102abfc4739ac526c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_8d0c9836b9a4ab3c.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_8d0c9836b9a4ab3c +-- problem_id: v2p_m2_6c9733f6e249ff1c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "is_front_fog_lights" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "is_front_fog_lights" +) +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_f/m2/sql/v2q_m2_8dfe5b9f3ec167b8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_8dfe5b9f3ec167b8.sql new file mode 100644 index 0000000000000000000000000000000000000000..22d454151013cea24becd4692a6f22e54895c805 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_8dfe5b9f3ec167b8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_8dfe5b9f3ec167b8 +-- problem_id: v2p_m2_dcaa8a7e0dc33aa2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "policy_tenure", + COUNT(*) AS support, + AVG("population_density") AS avg_response +FROM "m2" +GROUP BY "policy_tenure" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_8ffca9266766a9d5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_8ffca9266766a9d5.sql new file mode 100644 index 0000000000000000000000000000000000000000..8bb27abf0dcd16d1be497747709438cd5b693756 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_8ffca9266766a9d5.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_8ffca9266766a9d5 +-- problem_id: v2p_m2_3bfc6d4d5c94bc9c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "fuel_type" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "fuel_type" +) +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_f/m2/sql/v2q_m2_9c221ca0e1f79fb7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_9c221ca0e1f79fb7.sql new file mode 100644 index 0000000000000000000000000000000000000000..d96c1bbca00125896240efc3fd5fb10f1b14cad6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_9c221ca0e1f79fb7.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_9c221ca0e1f79fb7 +-- problem_id: v2p_m2_8183172d80f9402e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "age_of_policyholder", + COUNT(*) AS support, + AVG("policy_tenure") AS avg_response +FROM "m2" +GROUP BY "age_of_policyholder" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_9dd5d74cbf5630d0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_9dd5d74cbf5630d0.sql new file mode 100644 index 0000000000000000000000000000000000000000..47bae01e9501092aca08e9d674e512714ba9d9c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_9dd5d74cbf5630d0.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_9dd5d74cbf5630d0 +-- problem_id: v2p_m2_8703473a001a55dd +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "age_of_car" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "age_of_car" +) +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_f/m2/sql/v2q_m2_a8342559b683d8e2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_a8342559b683d8e2.sql new file mode 100644 index 0000000000000000000000000000000000000000..064856d9ec128e8034b06e1bb7a3f524f0b17964 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_a8342559b683d8e2.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_a8342559b683d8e2 +-- problem_id: v2p_m2_b2f9dd4d43d44545 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "is_ecw" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "is_ecw" +) +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_f/m2/sql/v2q_m2_abdc7d11846235b5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_abdc7d11846235b5.sql new file mode 100644 index 0000000000000000000000000000000000000000..13dfb232bad1d3944df54ed281fe3b2d30fbd85b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_abdc7d11846235b5.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_abdc7d11846235b5 +-- problem_id: v2p_m2_e9e69bd5a94598db +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "age_of_car", + COUNT(*) AS support, + AVG("age_of_policyholder") AS avg_response +FROM "m2" +GROUP BY "age_of_car" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_b3528a96a964be81.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_b3528a96a964be81.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd8d5ff99d734358ffb030f85f18e90d17bd955b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_b3528a96a964be81.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_m2_b3528a96a964be81 +-- problem_id: v2p_m2_b0b0ddd2c7201e7f +-- realization_mode: agent +-- source_kind: agent +SELECT "area_cluster", SUM(CAST("age_of_policyholder" AS REAL)) AS "total_measure" +FROM "m2" +GROUP BY "area_cluster" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_bbc50a1e00ab3afa.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_bbc50a1e00ab3afa.sql new file mode 100644 index 0000000000000000000000000000000000000000..d53383db46abd45aa20ca69d683d510f214fad8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_bbc50a1e00ab3afa.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_bbc50a1e00ab3afa +-- problem_id: v2p_m2_79f70e20e37e4f57 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "is_ecw" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "is_ecw" +), 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_f/m2/sql/v2q_m2_c270075f8a203eff.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_c270075f8a203eff.sql new file mode 100644 index 0000000000000000000000000000000000000000..25232f679dc3802769bddc44e1a03d8efb9b331a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_c270075f8a203eff.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_c270075f8a203eff +-- problem_id: v2p_m2_f6157a43d1c7585a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "is_front_fog_lights" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "is_front_fog_lights" +), 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_f/m2/sql/v2q_m2_c812aa8c5106d524.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_c812aa8c5106d524.sql new file mode 100644 index 0000000000000000000000000000000000000000..b90cffc4d833534693c50807186f0c1bed0ffaa9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_c812aa8c5106d524.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_c812aa8c5106d524 +-- problem_id: v2p_m2_13aaecd1f282655c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "policy_id", + COUNT(*) AS support, + AVG("population_density") AS avg_response +FROM "m2" +GROUP BY "policy_id" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_cdd29582d2f0bcbc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_cdd29582d2f0bcbc.sql new file mode 100644 index 0000000000000000000000000000000000000000..78fa3a38ad0ab26b7cd140fc7107347212fba0a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_cdd29582d2f0bcbc.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_cdd29582d2f0bcbc +-- problem_id: v2p_m2_a6fa3b39d378838c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "is_power_steering" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "is_power_steering" +), 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_f/m2/sql/v2q_m2_d1cece78e859536d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_d1cece78e859536d.sql new file mode 100644 index 0000000000000000000000000000000000000000..724d0da244ce6d0c7a9ffba7f0707285d2437e8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_d1cece78e859536d.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_d1cece78e859536d +-- problem_id: v2p_m2_d7428f3208858fe9 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "population_density" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "population_density" +) +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_f/m2/sql/v2q_m2_dc35764b888db699.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_dc35764b888db699.sql new file mode 100644 index 0000000000000000000000000000000000000000..e68270cd9408be0a922e7939d71fb58428ef8646 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_dc35764b888db699.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_dc35764b888db699 +-- problem_id: v2p_m2_2cbbcea118d2a6b1 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "gear_box" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "gear_box" +), 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_f/m2/sql/v2q_m2_e3c122241250173a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_e3c122241250173a.sql new file mode 100644 index 0000000000000000000000000000000000000000..c64de391f8246b9be1c1e2282c3244edad4fb288 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_e3c122241250173a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_e3c122241250173a +-- problem_id: v2p_m2_e7562819c323347d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "policy_tenure", + COUNT(*) AS support, + AVG("age_of_policyholder") AS avg_response +FROM "m2" +GROUP BY "policy_tenure" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_e45619b1210488bc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_e45619b1210488bc.sql new file mode 100644 index 0000000000000000000000000000000000000000..97b5640bccd4f759080b67daeb05091d3778a8d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_e45619b1210488bc.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_e45619b1210488bc +-- problem_id: v2p_m2_5f83ca56128d184a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "is_rear_window_defogger" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "is_rear_window_defogger" +), 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_f/m2/sql/v2q_m2_e5dea1cd7793df34.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_e5dea1cd7793df34.sql new file mode 100644 index 0000000000000000000000000000000000000000..94984596d19d6ca43adb13ca3befeaccf5dde5e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_e5dea1cd7793df34.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_e5dea1cd7793df34 +-- problem_id: v2p_m2_54abd39a10b901e8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "policy_id", + COUNT(*) AS support, + AVG("age_of_car") AS avg_response +FROM "m2" +GROUP BY "policy_id" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_e5e94da9b8735fd8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_e5e94da9b8735fd8.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf3487b12bed2ece0f36c75f5818cab704392dc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_e5e94da9b8735fd8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_e5e94da9b8735fd8 +-- problem_id: v2p_m2_1699d77defbaf5f9 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "age_of_policyholder", + COUNT(*) AS support, + AVG("age_of_car") AS avg_response +FROM "m2" +GROUP BY "age_of_policyholder" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_e61a4f54629bcf40.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_e61a4f54629bcf40.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce8bdb7849be07ab006dd34555c3de4fb7a4becb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_e61a4f54629bcf40.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_e61a4f54629bcf40 +-- problem_id: v2p_m2_535e84228214c408 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "engine_type" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "engine_type" +), 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_f/m2/sql/v2q_m2_eceb3add1cb70a37.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_eceb3add1cb70a37.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d9f1e54c6b6e6f8404136363a0ec2b166a55f6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_eceb3add1cb70a37.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_eceb3add1cb70a37 +-- problem_id: v2p_m2_9779fd824b1ccca3 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "length" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "length" +) +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_f/m2/sql/v2q_m2_eecb411862917189.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_eecb411862917189.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d4b6ed6d228450234ac1da143d86e277a290ab1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_eecb411862917189.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m2_eecb411862917189 +-- problem_id: v2p_m2_ddd2daf7d8f0d5fe +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "population_density", + COUNT(*) AS support, + AVG("age_of_car") AS avg_response +FROM "m2" +GROUP BY "population_density" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_fac1513ea53e48e0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_fac1513ea53e48e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..5fc8cdec83403b3dbd020317d5683012df8bb316 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_fac1513ea53e48e0.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_fac1513ea53e48e0 +-- problem_id: v2p_m2_df057f08797a3a04 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "length" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "length" +), 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_f/m2/sql/v2q_m2_fb54ffaf18736a31.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_fb54ffaf18736a31.sql new file mode 100644 index 0000000000000000000000000000000000000000..811d27e2a2d40545cbaf03ad784da0d26264dda6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_fb54ffaf18736a31.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_fb54ffaf18736a31 +-- problem_id: v2p_m2_aced08295cfb26d7 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "is_power_steering" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "is_power_steering" +) +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_f/m2/sql/v2q_m2_fe40bd2db343761a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_fe40bd2db343761a.sql new file mode 100644 index 0000000000000000000000000000000000000000..9597d5850e6b54d967183725385fb500a5255724 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_fe40bd2db343761a.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: m2 +-- 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_m2_fe40bd2db343761a +-- problem_id: v2p_m2_9d6109ece0c66bd9 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "is_tpms" AS value_label, COUNT(*) AS support + FROM "m2" + GROUP BY "is_tpms" +), 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_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..09b8fe3f830c28d98f2dfa36563b657503b07f02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:41.349119+00:00", + "ended_at": "2026-05-19T16:19:45.463106+00:00", + "elapsed_ms": 4113.95, + "returncode": 1, + "prompt_metrics": { + "chars": 24380, + "bytes_utf8": 24380, + "lines": 720, + "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_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..73c9425e60f9cc29c392e4211b0f567b465e73f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:46.466469+00:00", + "ended_at": "2026-05-19T16:19:49.687716+00:00", + "elapsed_ms": 3221.2, + "returncode": 1, + "prompt_metrics": { + "chars": 24380, + "bytes_utf8": 24380, + "lines": 720, + "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_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..25c0f090028413f22914fbd1d60f16ea481a20f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_42, measure_col=feature_25.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_42", + "measure_col": "feature_25", + "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": -0.036358, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..085fae3a72217172e3577dc3d396484b0c0849d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-2fa7-74f0-a66f-1218547b1d2c"} +{"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_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..db2543f29cc06359ef00e35328f24e2f7ad6fb25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-439e-7cb0-b213-e83128832cf1"} +{"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_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..18727a677dca4dcdffbd050a3e97256ce03987e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:30.267442+00:00", + "ended_at": "2026-05-19T16:27:33.760255+00:00", + "elapsed_ms": 3492.77, + "returncode": 1, + "prompt_metrics": { + "chars": 23754, + "bytes_utf8": 23754, + "lines": 718, + "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_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f490675db5c87e7150f30c2167dd01cf703f4475 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:34.762887+00:00", + "ended_at": "2026-05-19T16:27:38.229380+00:00", + "elapsed_ms": 3466.44, + "returncode": 1, + "prompt_metrics": { + "chars": 23754, + "bytes_utf8": 23754, + "lines": 718, + "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_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3f11cb1f0d4c348a2e1ea0919640c96fcfff571 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_11.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "feature_11", + "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": 0.9956, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3f11cb1f0d4c348a2e1ea0919640c96fcfff571 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_11.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "feature_11", + "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": 0.9956, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47c0656cc3cb6c42065f178ed82db1d13e7ae106 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-57df-7952-8f6d-0dccd175fb52"} +{"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_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f100359f7cb17da8a0d7a5c035aabae8d63171d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-57df-7952-8f6d-0dccd175fb52"} +{"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_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f2b79f5caafb0ff243c17aceae1f71fa0a22aea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-695b-7480-96af-47b13a98f3e7"} +{"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_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4572d1b2a89430ee3e543329ebdf5623b293bfa0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-695b-7480-96af-47b13a98f3e7"} +{"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_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dee2cce02fa1b1d762dc80cf06fd573145c40c9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:29.209157+00:00", + "ended_at": "2026-05-19T16:20:32.310186+00:00", + "elapsed_ms": 3101.0, + "returncode": 1, + "prompt_metrics": { + "chars": 24378, + "bytes_utf8": 24378, + "lines": 720, + "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_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b1120c916c2603af9bdd31f7907b49376275fbc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:20:33.313813+00:00", + "ended_at": "2026-05-19T16:20:36.720194+00:00", + "elapsed_ms": 3406.33, + "returncode": 1, + "prompt_metrics": { + "chars": 24378, + "bytes_utf8": 24378, + "lines": 720, + "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_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8592332389fe99aead515bf93696f44fc28234fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_10, measure_col=feature_28.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_28", + "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": -0.088506, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8592332389fe99aead515bf93696f44fc28234fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_10, measure_col=feature_28.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "feature_10", + "measure_col": "feature_28", + "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": -0.088506, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e52ef15bdc175875135e0dcc353c589ccaf9278 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-ea9e-7862-9b7a-f4fd3f79c493"} +{"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_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5804c30217b747a5965d4536cedd9b72106bca98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-ea9e-7862-9b7a-f4fd3f79c493"} +{"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_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..201fdc7f9c65862d09978708035ea436994ffe99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-faad-70f2-b9d5-0a6fb50f6295"} +{"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_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..19d08b91d9cdb40a30e8f1f03758e2aec119ff79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-faad-70f2-b9d5-0a6fb50f6295"} +{"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_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c0afcaa3b85b012c3684b3c7516bbe870b76995e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:32:24.366697+00:00", + "ended_at": "2026-05-19T16:32:27.852756+00:00", + "elapsed_ms": 3486.02, + "returncode": 1, + "prompt_metrics": { + "chars": 23909, + "bytes_utf8": 23909, + "lines": 720, + "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_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..19b3f84d1477d5622851cae5c114a2f75a1e9c43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:32:28.855290+00:00", + "ended_at": "2026-05-19T16:32:32.932270+00:00", + "elapsed_ms": 4076.93, + "returncode": 1, + "prompt_metrics": { + "chars": 23909, + "bytes_utf8": 23909, + "lines": 720, + "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_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c046c521bb4b10773c300b1a1a14648baf503509 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=feature_33, measure_col=feature_38.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_38", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.03736, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c046c521bb4b10773c300b1a1a14648baf503509 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=feature_33, measure_col=feature_38.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_38", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": -0.03736, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf7f93712c6924cfe1bb83a39912dbd201f782c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-d4bd-7940-937c-7249faa22b7c"} +{"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_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34ccc99942a96eddeeefa885cc053439f185f559 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-d4bd-7940-937c-7249faa22b7c"} +{"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_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..13d7ec6870e5a3a7aeaf1d47899ebdc6ef2c937a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-e620-7070-8d2f-33fe2e917650"} +{"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_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..679e0ba4fa64d7544baee4db996525eeebfb4352 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-e620-7070-8d2f-33fe2e917650"} +{"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_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..84053c182e1547e88fded070b39af1b9738f293a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:23.291046+00:00", + "ended_at": "2026-05-19T16:18:26.096984+00:00", + "elapsed_ms": 2805.91, + "returncode": 1, + "prompt_metrics": { + "chars": 23989, + "bytes_utf8": 23989, + "lines": 718, + "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_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2f5285b19405646d39b935c689a0269a8a2da92c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:27.100039+00:00", + "ended_at": "2026-05-19T16:18:30.469144+00:00", + "elapsed_ms": 3369.06, + "returncode": 1, + "prompt_metrics": { + "chars": 23989, + "bytes_utf8": 23989, + "lines": 718, + "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_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b712cbf0d229f9bb8e011ddb0dd7581b9fe6e16b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_17.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_17", + "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": -0.13981, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b712cbf0d229f9bb8e011ddb0dd7581b9fe6e16b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + 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"Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_17.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "feature_17", + "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": -0.13981, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..85895ddbee34b60cd29cb529bd87152691c9fd96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-fede-7d50-947e-547e8b3bc81c"} +{"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_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b74a6fbd8d66b7799d15559af6c06ddafd404333 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-fede-7d50-947e-547e8b3bc81c"} +{"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_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b88cf2bb1e92b0cd26b7ded094e511f82eb801f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-0da0-7af0-b29e-0db1aacf7517"} +{"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_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d336645eb019b6850a0376d689ee0a646f843796 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-0da0-7af0-b29e-0db1aacf7517"} +{"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_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9af507eff2c8706d719d97d0be43bcaf93497268 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:32:40.311957+00:00", + "ended_at": "2026-05-19T16:32:44.022181+00:00", + "elapsed_ms": 3710.18, + "returncode": 1, + "prompt_metrics": { + "chars": 23908, + "bytes_utf8": 23908, + "lines": 720, + "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_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b23c73569475eebf5b02d05ca39bfc4f0acc2b08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:32:45.024957+00:00", + "ended_at": "2026-05-19T16:32:48.459588+00:00", + "elapsed_ms": 3434.58, + "returncode": 1, + "prompt_metrics": { + "chars": 23908, + "bytes_utf8": 23908, + "lines": 720, + "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_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71ebe77ab371d45554821ac32275d570aad60e6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=feature_34, measure_col=feature_39.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_39", + "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": -0.13553, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..71ebe77ab371d45554821ac32275d570aad60e6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=feature_34, measure_col=feature_39.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "feature_34", + "measure_col": "feature_39", + "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": -0.13553, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9e6acef2e8a8a70019871e185d3843681c1a603 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4115-1305-7493-bfed-a125093a24e9"} +{"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_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..008b9e255ac59721abdac20c2b46b2a3119f9371 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4115-1305-7493-bfed-a125093a24e9"} +{"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_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdbde2c1160723ec35db4759828d9ca93636d400 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4115-2573-7310-ab83-77299a947faf"} +{"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_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..15e55f06752e7a4ea6187592aec5c91f985ec211 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4115-2573-7310-ab83-77299a947faf"} +{"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_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1c019daca123d68e6e95246fa1c40d3732a982d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:43.203607+00:00", + "ended_at": "2026-05-19T16:28:46.346802+00:00", + "elapsed_ms": 3143.14, + "returncode": 1, + "prompt_metrics": { + "chars": 23808, + "bytes_utf8": 23808, + "lines": 718, + "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_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..707ad6f9e4ff83e2a29204c33f4a388e7d320ad2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:47.350778+00:00", + "ended_at": "2026-05-19T16:28:50.345949+00:00", + "elapsed_ms": 2995.1, + "returncode": 1, + "prompt_metrics": { + "chars": 23808, + "bytes_utf8": 23808, + "lines": 718, + "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_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a4ce459aef93b07a65bfd31bcc17bbd46f49981 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +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": "n14", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=feature_34.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_34", + "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": 0.092192, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a4ce459aef93b07a65bfd31bcc17bbd46f49981 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +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": "n14", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=feature_34.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "feature_34", + "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": 0.092192, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfa9583d128e28ccd92e0a22ce33b5dc48f8f7c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-74ab-74f0-b250-a814ccd40ea2"} +{"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_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..26c55caac25d02d6d07c2556972cd5bfa52aae5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-74ab-74f0-b250-a814ccd40ea2"} +{"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_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..27e083074912984ad32b625005f5e0e8098d5ee3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-84ea-77a0-a6cb-a2f10967ef63"} +{"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_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbcb8c77f0294263f107f8e47218d116b9a0fb6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-84ea-77a0-a6cb-a2f10967ef63"} +{"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_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c818e8d109f1c5ecec750a6ad11062fc228b633a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:53.579038+00:00", + "ended_at": "2026-05-19T16:13:56.881673+00:00", + "elapsed_ms": 3302.61, + "returncode": 1, + "prompt_metrics": { + "chars": 24229, + "bytes_utf8": 24229, + "lines": 722, + "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_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..de96509ea458ca117c2d3e04b96e4c08c0414965 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:13:57.884378+00:00", + "ended_at": "2026-05-19T16:14:00.729225+00:00", + "elapsed_ms": 2844.81, + "returncode": 1, + "prompt_metrics": { + "chars": 24229, + "bytes_utf8": 24229, + "lines": 722, + "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_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f347d0028557144348772b6e319355907a7ca8b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,722 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_33, measure_col=feature_32.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_32", + "item_col": "feature_34", + "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": 0.75143, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f347d0028557144348772b6e319355907a7ca8b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,722 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + 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"Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_33, measure_col=feature_32.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "feature_33", + "measure_col": "feature_32", + "item_col": "feature_34", + "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": 0.75143, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f39ab4a8cab37a32aff72b9851ffd4d7feb0a4c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-e124-7221-9dc9-915323364948"} +{"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_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d89c090851e71c3dd1726e916ae2ac5cc064ea83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-e124-7221-9dc9-915323364948"} +{"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_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1737019d253910c14dd4b675c42838b572b0a4dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-f20a-7683-8122-bbf4d31dbcc0"} +{"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_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbb4b88529c1618a71d3a230904a48ae5341d7f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-f20a-7683-8122-bbf4d31dbcc0"} +{"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_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4b6b997fb1c40a15f31d7a7ccb8288a0259025fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:24.003238+00:00", + "ended_at": "2026-05-19T16:23:27.503628+00:00", + "elapsed_ms": 3500.35, + "returncode": 1, + "prompt_metrics": { + "chars": 23993, + "bytes_utf8": 23993, + "lines": 720, + "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_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..286a0020f05a83095dbe860707670c0d195120a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:28.508374+00:00", + "ended_at": "2026-05-19T16:23:32.113226+00:00", + "elapsed_ms": 3604.79, + "returncode": 1, + "prompt_metrics": { + "chars": 23993, + "bytes_utf8": 23993, + "lines": 720, + "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_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c77929461fb4e87bef4dfaf0d7f28e1129c7d7e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=target, measure_col=feature_39.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "target", + "measure_col": "feature_39", + "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": -0.053167, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c77929461fb4e87bef4dfaf0d7f28e1129c7d7e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=target, measure_col=feature_39.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "target", + "measure_col": "feature_39", + "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": -0.053167, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..580a30ca7964827cd73edec9f9821411e88e8bed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-960d-7ce2-8ce5-bf6e99150908"} +{"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_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..acb6d8e3033aa8cb458b0f46bf82f8677e33f92f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-960d-7ce2-8ce5-bf6e99150908"} +{"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_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5503208b9069ed90e3056b0e0071ed563384c397 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-a792-7890-a77d-84d2ce523ad1"} +{"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_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1a48fcdccb1b9833569bed9f3f459e521681003 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-a792-7890-a77d-84d2ce523ad1"} +{"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_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e6811a805885f01de436b7e8244883fbd10d6918 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:11.060065+00:00", + "ended_at": "2026-05-19T16:16:14.357269+00:00", + "elapsed_ms": 3297.16, + "returncode": 1, + "prompt_metrics": { + "chars": 24138, + "bytes_utf8": 24138, + "lines": 724, + "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_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8fb268468452557401cd332ff6fdc476cb79ee5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:16:15.360273+00:00", + "ended_at": "2026-05-19T16:16:18.541385+00:00", + "elapsed_ms": 3181.06, + "returncode": 1, + "prompt_metrics": { + "chars": 24138, + "bytes_utf8": 24138, + "lines": 724, + "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_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33b54db018b2f61389c24d765765d2bf0daf3f54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,724 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +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": "n14", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_33, group_col_2=feature_34.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "feature_33", + "group_col_2": "feature_34", + "predicate_col": "feature_51", + "predicate_op": ">=", + "predicate_value": 0.65818, + "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": 0.65818, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..33b54db018b2f61389c24d765765d2bf0daf3f54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,724 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + 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"feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +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": "n14", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_33, group_col_2=feature_34.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "feature_33", + "group_col_2": "feature_34", + "predicate_col": "feature_51", + "predicate_op": ">=", + "predicate_value": 0.65818, + "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": 0.65818, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..00a6c8b9ee3ddb9f915a4400b2ccdbd51c6c642c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-faa5-7fe2-aaca-fb5f057384af"} +{"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_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eec3e1d6ec7706cce5fc664c5fe5145689d1748d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-faa5-7fe2-aaca-fb5f057384af"} +{"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_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..00654185a5bb64204d62c20478c91d22c845e45d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-0b64-7683-a002-11bd6fde462d"} +{"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_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8c84ab7e6685e09809cd52ec6c0b872e287e8cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-0b64-7683-a002-11bd6fde462d"} +{"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_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..143fda4642a7662c0caf12e1771446d8d7135de4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:05.734543+00:00", + "ended_at": "2026-05-19T16:23:11.445468+00:00", + "elapsed_ms": 5710.87, + "returncode": 1, + "prompt_metrics": { + "chars": 24001, + "bytes_utf8": 24001, + "lines": 720, + "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_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9882b91d87629bb664470181e2718b8544cca475 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:12.449236+00:00", + "ended_at": "2026-05-19T16:23:16.028923+00:00", + "elapsed_ms": 3579.62, + "returncode": 1, + "prompt_metrics": { + "chars": 24001, + "bytes_utf8": 24001, + "lines": 720, + "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_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15ddb1cf7a475afc1bf765c506970d19b9cf9457 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,720 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": 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"feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": "-0.10938", + "feature_16": "-0.47098", + "feature_17": "-0.081087", + "feature_18": "0.58673", + "feature_19": "-0.2304", + "feature_20": "-0.28811", + "feature_21": "-0.32629", + "feature_22": "1.4901", + "feature_23": "0.87592", + "feature_24": "0.96512", + "feature_25": "0.19161", + "feature_26": "0.18967", + "feature_27": "0.24043", + "feature_28": "-0.10486", + "feature_29": "-0.14172", + "feature_30": "-0.3415", + "feature_31": "-0.10496", + "feature_32": "0.25437", + "feature_33": "-0.092482", + "feature_34": "0.5974", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "0.061217", + "feature_38": "0.21441", + "feature_39": "0.059837", + "feature_40": "-0.26431", + "feature_41": "0.066676", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "-0.53486", + "feature_45": "0.99018", + "feature_46": "-0.42896", + "feature_47": "-0.51262", + "feature_48": "-0.4348", + "feature_49": "-0.74034", + "feature_50": "-0.46486", + "feature_51": "0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_43, measure_col=feature_38.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_38", + "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": 0.14801, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..15ddb1cf7a475afc1bf765c506970d19b9cf9457 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,720 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { 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"pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_43, measure_col=feature_38.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "feature_43", + "measure_col": "feature_38", + "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": 0.14801, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae1037bffc9e0af4540a71046fe41c3eb9da586d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-4e99-7430-8d1f-f170caae59c2"} +{"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_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63e13a92110dab7616566f6dbe3b0037184847a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-4e99-7430-8d1f-f170caae59c2"} +{"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_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3522754eca9fba278f7ea296bf7fa703e6446286 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-6898-75e0-a313-7570bf236ddb"} +{"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_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..207e464d8f65d119ef52029ccd8bcc795057ce1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-6898-75e0-a313-7570bf236ddb"} +{"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_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d02ebe6222c730a54b475d3e91186cf7091ad84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:40.775392+00:00", + "ended_at": "2026-05-19T16:29:46.053239+00:00", + "elapsed_ms": 5277.79, + "returncode": 1, + "prompt_metrics": { + "chars": 23802, + "bytes_utf8": 23802, + "lines": 718, + "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_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8b1871ef6d0fcd0fdece0829b678cce5b796baf5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:47.056854+00:00", + "ended_at": "2026-05-19T16:29:50.487611+00:00", + "elapsed_ms": 3430.7, + "returncode": 1, + "prompt_metrics": { + "chars": 23802, + "bytes_utf8": 23802, + "lines": 718, + "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_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5919df2cc90404b3b0a25837928f4f2b1659756d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,718 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_33", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_34", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_35", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_36", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_37", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_38", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_39", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_40", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_41", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_42", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_43", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_44", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_45", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_46", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_47", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_48", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_49", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_50", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_51", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "feature_1": "0.45211", + "feature_2": "-0.31925", + "feature_3": "-0.98411", + "feature_4": "-0.13769", + "feature_5": "-0.33954", + "feature_6": "1.1749", + "feature_7": "-0.1568", + "feature_8": "-0.55397", + "feature_9": "-0.28429", + "feature_10": "-0.7775", + "feature_11": "-0.79958", + "feature_12": "-0.37283", + "feature_13": "-0.30653", + "feature_14": "-3.4736", + "feature_15": "-0.16284", + "feature_16": "-1.4041", + "feature_17": "-0.040878", + "feature_18": "5.307", + "feature_19": "4.0034", + "feature_20": "9.3294", + "feature_21": "4.0886", + "feature_22": "0.020912", + "feature_23": "-0.022059", + "feature_24": "-0.4775", + "feature_25": "-0.4805", + "feature_26": "2.5928", + "feature_27": "2.8029", + "feature_28": "0.10459", + "feature_29": "1.0303", + "feature_30": "-0.44033", + "feature_31": "4.6948", + "feature_32": "-3.4736", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.049982", + "feature_38": "1.5377", + "feature_39": "-0.048832", + "feature_40": "6.5201", + "feature_41": "-0.22282", + "feature_42": "28.545", + "feature_43": "-0.11229", + "feature_44": "-0.57834", + "feature_45": "-2.4037", + "feature_46": "-0.54541", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "1.9107", + "feature_50": "-0.46486", + "feature_51": "-1.7821", + "target": "6" + }, + { + "feature_1": "-0.81225", + "feature_2": "-0.83196", + "feature_3": "-0.50501", + "feature_4": "-0.75295", + "feature_5": "-0.90213", + "feature_6": "-0.31074", + "feature_7": "0.92518", + "feature_8": "0.39943", + "feature_9": "0.39425", + "feature_10": "-0.36924", + "feature_11": "-0.674", + "feature_12": "-0.26728", + "feature_13": "-0.14946", + "feature_14": "0.5526", + "feature_15": "-0.16784", + "feature_16": "0.69752", + "feature_17": "-0.15922", + "feature_18": "-1.1126", + "feature_19": "-0.69626", + "feature_20": "-0.28811", + "feature_21": "-0.070088", + "feature_22": "-0.86058", + "feature_23": "-0.04105", + "feature_24": "-0.4775", + "feature_25": "-0.47313", + "feature_26": "-0.6184", + "feature_27": "-0.4927", + "feature_28": "-0.11823", + "feature_29": "-0.18731", + "feature_30": "-0.045005", + "feature_31": "-0.67335", + "feature_32": "0.5526", + "feature_33": "0.050869", + "feature_34": "-0.22559", + "feature_35": "-0.020493", + "feature_36": "-0.09507", + "feature_37": "-0.40052", + "feature_38": "-0.61062", + "feature_39": "-0.36328", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "0.026975", + "feature_44": "-0.57834", + "feature_45": "-0.058829", + "feature_46": "-0.47263", + "feature_47": "-0.55678", + "feature_48": "-0.4899", + "feature_49": "-0.78459", + "feature_50": "0.17317", + "feature_51": "0.73721", + "target": "3" + }, + { + "feature_1": "0.62514", + "feature_2": "0.83152", + "feature_3": "-0.15694", + "feature_4": "0.58369", + "feature_5": "0.36196", + "feature_6": "0.032973", + "feature_7": "-0.33536", + "feature_8": "-0.41777", + "feature_9": "-0.23699", + "feature_10": "-0.64141", + "feature_11": "-0.6322", + "feature_12": "-0.35436", + "feature_13": "-0.27017", + "feature_14": "0.25437", + "feature_15": 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"0.88763", + "target": "1" + }, + { + "feature_1": "-0.80783", + "feature_2": "-0.9033", + "feature_3": "-0.5539", + "feature_4": "-0.76689", + "feature_5": "-0.87888", + "feature_6": "-0.30215", + "feature_7": "0.90111", + "feature_8": "0.39943", + "feature_9": "0.40448", + "feature_10": "-0.36924", + "feature_11": "-0.68179", + "feature_12": "-0.26728", + "feature_13": "-0.15007", + "feature_14": "0.75143", + "feature_15": "-0.1682", + "feature_16": "0.71243", + "feature_17": "-0.1592", + "feature_18": "-0.82935", + "feature_19": "-0.6045", + "feature_20": "-0.28811", + "feature_21": "-0.11177", + "feature_22": "-0.86058", + "feature_23": "-0.028633", + "feature_24": "-0.4775", + "feature_25": "-0.47887", + "feature_26": "-0.5222", + "feature_27": "-0.43662", + "feature_28": "-0.11823", + "feature_29": "-0.19594", + "feature_30": "-0.44033", + "feature_31": "-0.67335", + "feature_32": "0.75143", + "feature_33": "-0.020807", + "feature_34": "-0.22559", + "feature_35": "0.78062", + "feature_36": "0.54805", + "feature_37": "-0.39735", + "feature_38": "-0.60591", + "feature_39": "-0.35981", + "feature_40": "-0.26431", + "feature_41": "-0.39991", + "feature_42": "-0.16374", + "feature_43": "-0.04266", + "feature_44": "-0.46964", + "feature_45": "0.002878", + "feature_46": "-0.36346", + "feature_47": "-0.47398", + "feature_48": "-0.38659", + "feature_49": "-0.70162", + "feature_50": "0.26432", + "feature_51": "0.62579", + "target": "2" + }, + { + "feature_1": "0.97122", + "feature_2": "0.83152", + "feature_3": "-0.57052", + "feature_4": "0.9959", + "feature_5": "0.76282", + "feature_6": "0.032973", + "feature_7": "-0.69248", + "feature_8": "-0.55397", + "feature_9": "-0.47347", + "feature_10": "0.039015", + "feature_11": "1.4722", + "feature_12": "-0.3438", + "feature_13": "-0.16783", + "feature_14": "-0.93859", + "feature_15": "-0.19478", + "feature_16": "0.38728", + "feature_17": "-0.132", + "feature_18": "0.58673", + "feature_19": "0.4817", + "feature_20": "-1.3567", + "feature_21": "-0.30768", + "feature_22": "0.29638", + "feature_23": "0.003719", + "feature_24": "-0.29717", + "feature_25": "0.1141", + "feature_26": "0.33638", + "feature_27": "0.11553", + "feature_28": "-0.096781", + "feature_29": "-0.18849", + "feature_30": "-0.44033", + "feature_31": "1.4739", + "feature_32": "-0.93859", + "feature_33": "-0.092482", + "feature_34": "-0.22559", + "feature_35": "-0.42105", + "feature_36": "-0.35232", + "feature_37": "-0.20036", + "feature_38": "-0.32996", + "feature_39": "-0.15288", + "feature_40": "-0.26431", + "feature_41": "-0.19525", + "feature_42": "-0.16374", + "feature_43": "-0.11229", + "feature_44": "0.20676", + "feature_45": "0.99018", + "feature_46": "-0.50498", + "feature_47": "0.2099", + "feature_48": "0.46669", + "feature_49": "-0.01628", + "feature_50": "-0.36359", + "feature_51": "0.12751", + "target": "6" + } + ] +} + +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": "n14", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=target.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "target", + "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": 0.003369, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5919df2cc90404b3b0a25837928f4f2b1659756d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,718 @@ +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: n14 +- dataset_name: N14 +- table_name: n14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 51 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 2000 +- important_fields: +- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1. +- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2. +- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3. +- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4. +- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5. +- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6. +- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7. +- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8. +- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9. +- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10. +- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11. +- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12. +- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13. +- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14. +- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15. +- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16. +- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17. +- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18. +- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19. +- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20. +- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21. +- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22. +- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23. +- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24. +- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25. +- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26. +- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27. +- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28. +- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29. +- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30. +- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31. +- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32. +- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33. +- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34. +- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35. +- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36. +- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37. +- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38. +- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39. +- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40. +- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41. +- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42. +- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43. +- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44. +- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45. +- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46. +- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47. +- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48. +- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49. +- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50. +- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51. +- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']] +- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3'] +- source_url: https://www.openml.org/d/44663 + +SQLite schema snapshot: +{ + "table_name": "n14", + "quoted_table_name": "\"n14\"", + "row_count": 2000, + "columns": [ + { + "name": "feature_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_17", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_18", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_19", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_20", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_21", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_22", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_23", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_24", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_25", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_26", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_27", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_28", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_29", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_30", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_31", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "feature_32", + "type": "TEXT", + 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"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": "n14", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=target.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "target", + "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": 0.003369, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d418b596fe85daea0c679b0448b4334a19c418df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-5580-7762-b469-7a6a913c2e87"} +{"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_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..469707c47f6af70e74a7fec6648f399bc5e8d47f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-5580-7762-b469-7a6a913c2e87"} +{"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_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29e0bda94027e6d32ea5d4d04be83c3ff6df3bfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-6e2d-7ea1-ac9d-ef5ad7356292"} +{"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_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfd0b4c43324f473b80348109bbc5fa15f99d783 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-6e2d-7ea1-ac9d-ef5ad7356292"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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