diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_00387b03f2f91c96/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_00387b03f2f91c96/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..597934675c23ff305557f2a13bb2a9e05b6b79b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_00387b03f2f91c96/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:21:47.859520+00:00", + "ended_at": "2026-05-19T16:21:55.555262+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_00387b03f2f91c96", + "problem_id": "v2p_m11_ba717be506fb35bd", + "dataset_id": "m11", + "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=Vehicle_Damage, measure_col=Region_Code.", + "bindings": { + "group_col": "Vehicle_Damage", + "measure_col": "Region_Code", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_00387b03f2f91c96/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_00387b03f2f91c96/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..13b564f5a404d727ef602c625442463ae8c1ebae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_00387b03f2f91c96/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:51.191201+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": 3320.75, "started_at": "2026-05-19T16:21:47.869671+00:00", "ended_at": "2026-05-19T16:21:51.190454+00:00", "prompt_metrics": {"chars": 7987, "bytes_utf8": 7987, "lines": 240, "estimated_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-1de8-7df0-824b-f726ca8d36dd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:21:55.555143+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": 3361.92, "started_at": "2026-05-19T16:21:52.192310+00:00", "ended_at": "2026-05-19T16:21:55.554260+00:00", "prompt_metrics": {"chars": 7987, "bytes_utf8": 7987, "lines": 240, "estimated_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-2edc-73e0-ab92-d2a7f1e69bfc\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_00a142c01d928022/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_00a142c01d928022/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2571a0f0321848d1d2fe6b1742cc2ee1eebda27d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_00a142c01d928022/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:15:46.992697+00:00", + "ended_at": "2026-05-19T16:15:55.591083+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_00a142c01d928022", + "problem_id": "v2p_m11_871ae250b7fa6721", + "dataset_id": "m11", + "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=Gender, group_col_2=Policy_Sales_Channel.", + "bindings": { + "group_col": "Gender", + "group_col_2": "Policy_Sales_Channel", + "predicate_col": "Driving_License", + "predicate_op": "=", + "predicate_value": "0", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_00a142c01d928022/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_00a142c01d928022/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d9872375df26bbb002dc9f39316f574036f3d26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_00a142c01d928022/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:50.965755+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": 3961.56, "started_at": "2026-05-19T16:15:47.003404+00:00", "ended_at": "2026-05-19T16:15:50.965032+00:00", "prompt_metrics": {"chars": 8128, "bytes_utf8": 8128, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-9c4e-77d3-a9d0-8748927f980b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:15:55.590957+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": 3622.66, "started_at": "2026-05-19T16:15:51.967582+00:00", "ended_at": "2026-05-19T16:15:55.590285+00:00", "prompt_metrics": {"chars": 8128, "bytes_utf8": 8128, "lines": 244, "estimated_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-afaf-7ef3-acfd-048370a78cbc\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_00ff11295d175ab8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_00ff11295d175ab8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8b8d95817afedcbe989959bf6221b6b1effe4cfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_00ff11295d175ab8/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:10.588866+00:00", + "ended_at": "2026-05-19T16:32:18.472210+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_00ff11295d175ab8", + "problem_id": "v2p_m11_d0a702d9106fe9c3", + "dataset_id": "m11", + "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=Gender, measure_col=Region_Code.", + "bindings": { + "group_col": "Gender", + "measure_col": "Region_Code", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_00ff11295d175ab8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_00ff11295d175ab8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a51fb97c74af56d665170f714a7fbcfcae8717f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_00ff11295d175ab8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:32:14.120571+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": 3511.12, "started_at": "2026-05-19T16:32:10.608188+00:00", "ended_at": "2026-05-19T16:32:14.119351+00:00", "prompt_metrics": {"chars": 7878, "bytes_utf8": 7878, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-9ef6-7a93-a38f-e4b60da42af1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:32:18.472080+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": 3348.26, "started_at": "2026-05-19T16:32:15.122733+00:00", "ended_at": "2026-05-19T16:32:18.471078+00:00", "prompt_metrics": {"chars": 7878, "bytes_utf8": 7878, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-b091-7f62-a2cd-6896546ae913\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_03a3abdf1faf674f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_03a3abdf1faf674f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..241f393f866567ddf0d4f0b82063d9252e1fbe0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_03a3abdf1faf674f/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:27:14.194804+00:00", + "ended_at": "2026-05-19T16:27:21.552528+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_03a3abdf1faf674f", + "problem_id": "v2p_m11_09687981edf16e5d", + "dataset_id": "m11", + "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=Policy_Sales_Channel.", + "bindings": { + "measure_col": "Policy_Sales_Channel", + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_03a3abdf1faf674f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_03a3abdf1faf674f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e702e0370d135343aadc7c969858251803a9739c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_03a3abdf1faf674f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:17.379175+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": 3163.69, "started_at": "2026-05-19T16:27:14.214166+00:00", "ended_at": "2026-05-19T16:27:17.377897+00:00", "prompt_metrics": {"chars": 7752, "bytes_utf8": 7752, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-1917-70f1-8201-1e30fa4f2a79\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:27:21.552415+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": 3170.25, "started_at": "2026-05-19T16:27:18.381090+00:00", "ended_at": "2026-05-19T16:27:21.551405+00:00", "prompt_metrics": {"chars": 7752, "bytes_utf8": 7752, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-2971-7ba1-b7f8-c5b43b771885\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_03b0b515df75fb75/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_03b0b515df75fb75/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdede7bba263f3002be32dc80b12a5665b251381 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_03b0b515df75fb75/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1-2 Year", "support": 200316, "support_share": 0.5256134071879699, "cumulative_support": 200316}, {"value_label": "< 1 Year", "support": 164786, "support_share": 0.4323854855172667, "cumulative_support": 365102}, {"value_label": "> 2 Years", "support": 16007, "support_share": 0.04200110729476344, "cumulative_support": 381109}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_03b0b515df75fb75/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_03b0b515df75fb75/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f861626d362623c4f88fcbebc23aaa957146e30b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_03b0b515df75fb75/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: m11 +-- 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_m11_03b0b515df75fb75 +-- problem_id: v2p_m11_7548eadd90f2e5de +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Vehicle_Age" AS value_label, COUNT(*) AS support + FROM "m11" + GROUP BY "Vehicle_Age" +), 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/m11/artifacts/v2q_m11_03b0b515df75fb75/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_03b0b515df75fb75/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..754fdbdf727f6ba82f98a5e520a6508a7accbd75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_03b0b515df75fb75/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: m11\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_m11_03b0b515df75fb75\n-- problem_id: v2p_m11_7548eadd90f2e5de\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Vehicle_Age\" AS value_label, COUNT(*) AS support\n FROM \"m11\"\n GROUP BY \"Vehicle_Age\"\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: m11\\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_m11_03b0b515df75fb75\\n-- problem_id: v2p_m11_7548eadd90f2e5de\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Vehicle_Age\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m11\\\"\\n GROUP BY \\\"Vehicle_Age\\\"\\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\": \"1-2 Year\", \"support\": 200316, \"support_share\": 0.5256134071879699, \"cumulative_support\": 200316}, {\"value_label\": \"< 1 Year\", \"support\": 164786, \"support_share\": 0.4323854855172667, \"cumulative_support\": 365102}, {\"value_label\": \"> 2 Years\", \"support\": 16007, \"support_share\": 0.04200110729476344, \"cumulative_support\": 381109}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 156.44}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_03b0b515df75fb75/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_03b0b515df75fb75/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8578bffad385d85b7fa511798cce2e4a6ea2ab0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_03b0b515df75fb75/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:27.160356+00:00", + "ended_at": "2026-05-19T16:32:27.318743+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_03b0b515df75fb75", + "problem_id": "v2p_m11_7548eadd90f2e5de", + "dataset_id": "m11", + "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=Vehicle_Age.", + "bindings": { + "group_col": "Vehicle_Age" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m11/sql/v2q_m11_03b0b515df75fb75.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/m11/artifacts/v2q_m11_03b0b515df75fb75/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_03b0b515df75fb75/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_03b0b515df75fb75/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/m11/artifacts/v2q_m11_045f581afabc46b4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_045f581afabc46b4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7296ed52dc0e427ac3996b57ef7f9ae656e19a77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_045f581afabc46b4/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:30:54.066479+00:00", + "ended_at": "2026-05-19T16:31:01.630535+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_045f581afabc46b4", + "problem_id": "v2p_m11_756847af0428bb14", + "dataset_id": "m11", + "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=Vehicle_Age, measure_col=Annual_Premium.", + "bindings": { + "group_col": "Vehicle_Age", + "measure_col": "Annual_Premium", + "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": 43912.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_045f581afabc46b4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_045f581afabc46b4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..662590ad52d9d446283fbffb826d134c2863bb01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_045f581afabc46b4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:30:57.309761+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": 3225.94, "started_at": "2026-05-19T16:30:54.082876+00:00", "ended_at": "2026-05-19T16:30:57.308854+00:00", "prompt_metrics": {"chars": 7898, "bytes_utf8": 7898, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4113-73da-79e1-98a6-5b1857df8491\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:31:01.630306+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": 3317.05, "started_at": "2026-05-19T16:30:58.311513+00:00", "ended_at": "2026-05-19T16:31:01.628629+00:00", "prompt_metrics": {"chars": 7898, "bytes_utf8": 7898, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4113-847f-7cf1-b9cc-b1e6dcaba867\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7b2c015214e82d53fd322ab629e8ed7bbe8f847d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:07.470710+00:00", + "ended_at": "2026-05-19T16:17:11.867819+00:00", + "elapsed_ms": 4397.05, + "returncode": 1, + "prompt_metrics": { + "chars": 7967, + "bytes_utf8": 7967, + "lines": 238, + "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/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b97f848fb995d12be53dec16a281f441efadef46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_06437ae3f9fb656b/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": "2026-05-19T16:17:12.870818+00:00", + "ended_at": "2026-05-19T16:17:16.205341+00:00", + "elapsed_ms": 3334.45, + "returncode": 1, + "prompt_metrics": { + "chars": 7967, + "bytes_utf8": 7967, + "lines": 238, + "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/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..faed3b6bc2d32ae24e6543a4269ac79f03f064d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Region_Code.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Region_Code", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..faed3b6bc2d32ae24e6543a4269ac79f03f064d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Region_Code.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Region_Code", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b854340e67dff337a20558a8dda2989036bca2f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-d6e9-7773-bb8d-83184fe3fe3e"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a8607861d6d238d1852da257985cb44e5ed580f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-d6e9-7773-bb8d-83184fe3fe3e"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8937e4fbcd0ca95a8987e8fef86cf249ab31d6bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-ec46-7160-aa2e-3deae64c3e34"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa61d4ff427ae94903d7c3e8931568b3fc32800b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-ec46-7160-aa2e-3deae64c3e34"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_06437ae3f9fb656b/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/m11/artifacts/v2q_m11_06437ae3f9fb656b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_06437ae3f9fb656b/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/m11/artifacts/v2q_m11_07a9acc2da849254/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_07a9acc2da849254/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..04cc21a83a1f59d8b0de67546faa49a59c8863bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_07a9acc2da849254/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:24:33.491085+00:00", + "ended_at": "2026-05-19T16:24:42.557022+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_07a9acc2da849254", + "problem_id": "v2p_m11_743f3a35050b5e77", + "dataset_id": "m11", + "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=Policy_Sales_Channel, condition_col=Driving_License.", + "bindings": { + "group_col": "Policy_Sales_Channel", + "condition_col": "Driving_License", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_07a9acc2da849254/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_07a9acc2da849254/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d55d449697d65c921285b3bbafd2b2f7941a2b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_07a9acc2da849254/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:36.987178+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": 3478.39, "started_at": "2026-05-19T16:24:33.507636+00:00", "ended_at": "2026-05-19T16:24:36.986074+00:00", "prompt_metrics": {"chars": 8064, "bytes_utf8": 8064, "lines": 243, "estimated_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-a588-78a2-8e2d-0c7438a2ef27\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:24:42.556783+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": 4566.2, "started_at": "2026-05-19T16:24:37.988642+00:00", "ended_at": "2026-05-19T16:24:42.554915+00:00", "prompt_metrics": {"chars": 8064, "bytes_utf8": 8064, "lines": 243, "estimated_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-b6c9-7282-9656-15a3b5c57b5f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_07c0356f94fa8726/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_07c0356f94fa8726/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aab71d4ce0c4b5078dca1ede2537d516043ac1c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_07c0356f94fa8726/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:10:09.811168+00:00", + "ended_at": "2026-05-19T16:10:16.735764+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_07c0356f94fa8726", + "problem_id": "v2p_m11_27950d7dde2e3cc2", + "dataset_id": "m11", + "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=Vintage, measure_col=Region_Code.", + "bindings": { + "group_col": "Vintage", + "measure_col": "Region_Code", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "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/m11/artifacts/v2q_m11_07c0356f94fa8726/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_07c0356f94fa8726/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6fa2a4570c445306dd2b45a6acdff67485246826 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_07c0356f94fa8726/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:12.501577+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": 2678.22, "started_at": "2026-05-19T16:10:09.822482+00:00", "ended_at": "2026-05-19T16:10:12.500737+00:00", "prompt_metrics": {"chars": 7794, "bytes_utf8": 7794, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-7715-7dc3-b3d8-f100f5ea2279\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:10:16.735678+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": 3232.0, "started_at": "2026-05-19T16:10:13.502946+00:00", "ended_at": "2026-05-19T16:10:16.734984+00:00", "prompt_metrics": {"chars": 7794, "bytes_utf8": 7794, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-859f-7ac1-a660-58c99fdbf3d5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_0886f8dfc0f94dba/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0886f8dfc0f94dba/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..657e0f4c8bfe70c986b6866dc9f0b659d98970ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0886f8dfc0f94dba/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=Region_Code, measure_col=Annual_Premium. +Result preview: [{"Region_Code": "28.0", "total_measure": 4114947295.0}, {"Region_Code": "8.0", "total_measure": 1235425936.0}, {"Region_Code": "41.0", "total_measure": 565223915.0}, {"Region_Code": "46.0", "total_measure": 537311455.0}, {"Region_Code": "15.0", "total_measure": 394243123.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0886f8dfc0f94dba/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0886f8dfc0f94dba/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba13dc739adbee72bd260ffc72a03776f198aa30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0886f8dfc0f94dba/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: m11 +-- 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_m11_0886f8dfc0f94dba +-- problem_id: v2p_m11_d5e2768d6d41b599 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region_Code", SUM(CAST("Annual_Premium" AS REAL)) AS "total_measure" +FROM "m11" +GROUP BY "Region_Code" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0886f8dfc0f94dba/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0886f8dfc0f94dba/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3170f38b140c3db619be91a793f7ed32c76a725 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0886f8dfc0f94dba/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 \"Region_Code\", SUM(CAST(\"Annual_Premium\" AS REAL)) AS \"total_measure\"\nFROM \"m11\"\nGROUP BY \"Region_Code\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Region_Code\\\", SUM(CAST(\\\"Annual_Premium\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"m11\\\"\\nGROUP BY \\\"Region_Code\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"Region_Code\", \"total_measure\"], \"rows\": [{\"Region_Code\": \"28.0\", \"total_measure\": 4114947295.0}, {\"Region_Code\": \"8.0\", \"total_measure\": 1235425936.0}, {\"Region_Code\": \"41.0\", \"total_measure\": 565223915.0}, {\"Region_Code\": \"46.0\", \"total_measure\": 537311455.0}, {\"Region_Code\": \"15.0\", \"total_measure\": 394243123.0}, {\"Region_Code\": \"29.0\", \"total_measure\": 325471573.0}, {\"Region_Code\": \"50.0\", \"total_measure\": 317073082.0}, {\"Region_Code\": \"30.0\", \"total_measure\": 310667512.0}, {\"Region_Code\": \"36.0\", \"total_measure\": 258423010.0}, {\"Region_Code\": \"11.0\", \"total_measure\": 254870438.0}, {\"Region_Code\": \"3.0\", \"total_measure\": 226875972.0}, {\"Region_Code\": \"47.0\", \"total_measure\": 224750350.0}, {\"Region_Code\": \"33.0\", \"total_measure\": 212509112.0}, {\"Region_Code\": \"35.0\", \"total_measure\": 186274208.0}, {\"Region_Code\": \"6.0\", \"total_measure\": 157827408.0}, {\"Region_Code\": \"37.0\", \"total_measure\": 156789199.0}, {\"Region_Code\": \"45.0\", \"total_measure\": 141616518.0}, {\"Region_Code\": \"18.0\", \"total_measure\": 138164644.0}, {\"Region_Code\": \"39.0\", \"total_measure\": 124843253.0}, {\"Region_Code\": \"14.0\", \"total_measure\": 120725557.0}, {\"Region_Code\": \"10.0\", \"total_measure\": 109463373.0}, {\"Region_Code\": \"2.0\", \"total_measure\": 108845149.0}, {\"Region_Code\": \"21.0\", \"total_measure\": 107536857.0}, {\"Region_Code\": \"13.0\", \"total_measure\": 99736914.0}, {\"Region_Code\": \"9.0\", \"total_measure\": 87972692.0}, {\"Region_Code\": \"7.0\", \"total_measure\": 83504391.0}, {\"Region_Code\": \"17.0\", \"total_measure\": 82402737.0}, {\"Region_Code\": \"26.0\", \"total_measure\": 75524584.0}, {\"Region_Code\": \"12.0\", \"total_measure\": 74980278.0}, {\"Region_Code\": \"43.0\", \"total_measure\": 68795476.0}, {\"Region_Code\": \"32.0\", \"total_measure\": 67174324.0}, {\"Region_Code\": \"27.0\", \"total_measure\": 64530030.0}, {\"Region_Code\": \"25.0\", \"total_measure\": 64300561.0}, {\"Region_Code\": \"24.0\", \"total_measure\": 62229704.0}, {\"Region_Code\": \"38.0\", \"total_measure\": 47399284.0}, {\"Region_Code\": \"16.0\", \"total_measure\": 46284419.0}, {\"Region_Code\": \"23.0\", \"total_measure\": 45619332.0}, {\"Region_Code\": \"34.0\", \"total_measure\": 44427345.0}, {\"Region_Code\": \"49.0\", \"total_measure\": 43133850.0}, {\"Region_Code\": \"4.0\", \"total_measure\": 42497164.0}, {\"Region_Code\": \"19.0\", \"total_measure\": 40793355.0}, {\"Region_Code\": \"40.0\", \"total_measure\": 34172071.0}, {\"Region_Code\": \"22.0\", \"total_measure\": 32456586.0}, {\"Region_Code\": \"5.0\", \"total_measure\": 30784429.0}, {\"Region_Code\": \"44.0\", \"total_measure\": 19748792.0}, {\"Region_Code\": \"42.0\", \"total_measure\": 14611944.0}, {\"Region_Code\": \"48.0\", \"total_measure\": 12624575.0}, {\"Region_Code\": \"52.0\", \"total_measure\": 8099296.0}, {\"Region_Code\": \"0.0\", \"total_measure\": 6159096.0}, {\"Region_Code\": \"20.0\", \"total_measure\": 5382483.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 219.91}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0886f8dfc0f94dba/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0886f8dfc0f94dba/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5950b9ef69066e83ac2cb6d8769c33ed9509b46e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0886f8dfc0f94dba/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:08:43.504191+00:00", + "ended_at": "2026-05-19T16:08:56.320463+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_0886f8dfc0f94dba", + "problem_id": "v2p_m11_d5e2768d6d41b599", + "dataset_id": "m11", + "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=Region_Code, measure_col=Annual_Premium.", + "bindings": { + "group_col": "Region_Code", + "measure_col": "Annual_Premium", + "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": 43912.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/sql/v2q_m11_0886f8dfc0f94dba.sql", + "usage_summary": { + "dataset_id": "m11", + "model": "v2-cli:codex", + "run_id": "v2q_m11_0886f8dfc0f94dba", + "api_calls": 0, + "input_tokens": 14334, + "cached_input_tokens": 12032, + "output_tokens": 346, + "total_tokens": 14680, + "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": 11579.55, + "sql_execution_elapsed_ms_total": 219.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0886f8dfc0f94dba/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/m11/artifacts/v2q_m11_0886f8dfc0f94dba/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0886f8dfc0f94dba/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c80d32da196017fd773e8858ea851c50fe46ca2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0886f8dfc0f94dba/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:46.284125+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": 2767.85, "started_at": "2026-05-19T16:08:43.515506+00:00", "ended_at": "2026-05-19T16:08:46.283377+00:00", "prompt_metrics": {"chars": 7814, "bytes_utf8": 7814, "lines": 240, "estimated_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-25f1-7982-9f22-2500b595616d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:08:56.097536+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": 8811.7, "started_at": "2026-05-19T16:08:47.285039+00:00", "ended_at": "2026-05-19T16:08:56.096773+00:00", "prompt_metrics": {"chars": 7814, "bytes_utf8": 7814, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14334, "cached_input_tokens": 12032, "output_tokens": 346, "reasoning_output_tokens": 240}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Region_Code\\\", SUM(CAST(\\\"Annual_Premium\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"m11\\\"\\nGROUP BY \\\"Region_Code\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the required grouped-sum template with group_col=\\\"Region_Code\\\" and measure_col=\\\"Annual_Premium\\\". Cast \\\"Annual_Premium\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0886f8dfc0f94dba/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0886f8dfc0f94dba/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f1412e99dac6dcabe441bb05f501f86e3df1badd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0886f8dfc0f94dba/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m11", + "model": "v2-cli:codex", + "run_id": "v2q_m11_0886f8dfc0f94dba", + "api_calls": 0, + "input_tokens": 14334, + "cached_input_tokens": 12032, + "output_tokens": 346, + "total_tokens": 14680, + "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": 11579.55, + "sql_execution_elapsed_ms_total": 219.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0886f8dfc0f94dba/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/m11/artifacts/v2q_m11_0a3e7461ce5df75e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0a3e7461ce5df75e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..53778d1cea128eb9cfd4b42418b73b0dd7240764 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0a3e7461ce5df75e/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:11:11.652917+00:00", + "ended_at": "2026-05-19T16:11:18.963514+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_0a3e7461ce5df75e", + "problem_id": "v2p_m11_0897bea450b23c7b", + "dataset_id": "m11", + "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=Vintage.", + "bindings": { + "group_col": "Vintage", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_0a3e7461ce5df75e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0a3e7461ce5df75e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c0d7042a940d3c46cd2866b212b151f981fcc32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0a3e7461ce5df75e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:15.119913+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": 3451.33, "started_at": "2026-05-19T16:11:11.667863+00:00", "ended_at": "2026-05-19T16:11:15.119223+00:00", "prompt_metrics": {"chars": 7702, "bytes_utf8": 7702, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-68bb-7033-8db4-19dc5388c831\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:11:18.963398+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": 2841.76, "started_at": "2026-05-19T16:11:16.120706+00:00", "ended_at": "2026-05-19T16:11:18.962491+00:00", "prompt_metrics": {"chars": 7702, "bytes_utf8": 7702, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-7a0c-7a80-b64c-f69fefa3e13b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_0ba271a214fca5ff/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ba271a214fca5ff/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7ab14cf3a61e05e7f6ea5eb31a777eb671541c11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ba271a214fca5ff/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:26:43.092198+00:00", + "ended_at": "2026-05-19T16:26:50.799463+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_0ba271a214fca5ff", + "problem_id": "v2p_m11_a0e0ee8ccd74a72d", + "dataset_id": "m11", + "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=id.", + "bindings": { + "measure_col": "id", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_0ba271a214fca5ff/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ba271a214fca5ff/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa05695c91e0fc26081b718dadfd03b366b3ee99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ba271a214fca5ff/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:46.536842+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": 3423.02, "started_at": "2026-05-19T16:26:43.112795+00:00", "ended_at": "2026-05-19T16:26:46.535864+00:00", "prompt_metrics": {"chars": 7719, "bytes_utf8": 7719, "lines": 238, "estimated_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-9fbe-7e51-a83a-32d56cd5395c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:26:50.799337+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": 3260.05, "started_at": "2026-05-19T16:26:47.538287+00:00", "ended_at": "2026-05-19T16:26:50.798396+00:00", "prompt_metrics": {"chars": 7719, "bytes_utf8": 7719, "lines": 238, "estimated_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-b0f9-7c90-b1dc-ffd2b1106aab\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dbacb672d29b8c54cdf11701d01d077a70b66d9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/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": "2026-05-19T16:10:47.818949+00:00", + "ended_at": "2026-05-19T16:10:51.845111+00:00", + "elapsed_ms": 4026.14, + "returncode": 1, + "prompt_metrics": { + "chars": 7708, + "bytes_utf8": 7708, + "lines": 238, + "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/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8c68051ad2c59eca23892d33884df933fa0575b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/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": "2026-05-19T16:10:52.847885+00:00", + "ended_at": "2026-05-19T16:10:56.125744+00:00", + "elapsed_ms": 3277.81, + "returncode": 1, + "prompt_metrics": { + "chars": 7708, + "bytes_utf8": 7708, + "lines": 238, + "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/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46c029e9c2d77f79b659d85cb7df050ad3b42c3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Vehicle_Age.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Vehicle_Age", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..46c029e9c2d77f79b659d85cb7df050ad3b42c3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Vehicle_Age.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Vehicle_Age", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..04cdd2a0fe4bf066559bf6cdaa9afdb783cf135a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-0b71-7943-a98a-d9e4c130afcf"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed89f1f609f4d5efbd625bad2f1a47a2d0458a37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-0b71-7943-a98a-d9e4c130afcf"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ab01e8fc099d48f6c904df4ed38c25c00880772 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-1f32-7613-b0f0-7829893b230d"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..affea70952477bf1d5f22a0c723bd022e03b65a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-1f32-7613-b0f0-7829893b230d"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/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/m11/artifacts/v2q_m11_0ca66b14d93e046f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/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/m11/artifacts/v2q_m11_0ca66b14d93e046f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..374f87d510ec0be62a91d003aaa5cdf7f36c93aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:10:47.807273+00:00", + "ended_at": "2026-05-19T16:10:56.127031+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_0ca66b14d93e046f", + "problem_id": "v2p_m11_56830b7aaabaed50", + "dataset_id": "m11", + "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=Vehicle_Age.", + "bindings": { + "group_col": "Vehicle_Age", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_0ca66b14d93e046f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a58deed5e2789579e5b32f97e7a906b0d8b6f5c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0ca66b14d93e046f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:51.845755+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": 4026.14, "started_at": "2026-05-19T16:10:47.818949+00:00", "ended_at": "2026-05-19T16:10:51.845111+00:00", "prompt_metrics": {"chars": 7708, "bytes_utf8": 7708, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-0b71-7943-a98a-d9e4c130afcf\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:10:56.126874+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": 3277.81, "started_at": "2026-05-19T16:10:52.847885+00:00", "ended_at": "2026-05-19T16:10:56.125744+00:00", "prompt_metrics": {"chars": 7708, "bytes_utf8": 7708, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-1f32-7613-b0f0-7829893b230d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b57c47c7335ebd649056c3930f97679280f67fd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0e5a46a41bb488d6/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": "2026-05-19T16:08:56.334322+00:00", + "ended_at": "2026-05-19T16:09:00.110600+00:00", + "elapsed_ms": 3776.25, + "returncode": 1, + "prompt_metrics": { + "chars": 7835, + "bytes_utf8": 7835, + "lines": 240, + "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/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e43a6a38bb30244bb54f27c78472fb515783eba8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0e5a46a41bb488d6/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": "2026-05-19T16:09:01.112952+00:00", + "ended_at": "2026-05-19T16:09:04.554862+00:00", + "elapsed_ms": 3441.87, + "returncode": 1, + "prompt_metrics": { + "chars": 7835, + "bytes_utf8": 7835, + "lines": 240, + "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/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e642be23de3b5ff752439979299872186f9288a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Previously_Insured, measure_col=Policy_Sales_Channel.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Previously_Insured", + "measure_col": "Policy_Sales_Channel", + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e642be23de3b5ff752439979299872186f9288a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Previously_Insured, measure_col=Policy_Sales_Channel.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Previously_Insured", + "measure_col": "Policy_Sales_Channel", + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd8098d001a9327c78d327081135fe6f102b1587 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-5815-7cd2-a7b4-ac66dde09777"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84a8771213a0c5540fe4b7a455ca08a302aded9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-5815-7cd2-a7b4-ac66dde09777"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..166aa7c2fed35dd3d438566c2f0c913b2548f1cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-6ab3-7333-9404-bf1258cef67a"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..09d326ec66533db8e9828953dd31c3be050c8483 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-6ab3-7333-9404-bf1258cef67a"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0e5a46a41bb488d6/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/m11/artifacts/v2q_m11_0e5a46a41bb488d6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_0e5a46a41bb488d6/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/m11/artifacts/v2q_m11_11498e2cca07da0e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11498e2cca07da0e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..934682ee43f3541e12de3ee9b280a9921f980042 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11498e2cca07da0e/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:14:56.226272+00:00", + "ended_at": "2026-05-19T16:15:03.998004+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_11498e2cca07da0e", + "problem_id": "v2p_m11_035230a4a27e875a", + "dataset_id": "m11", + "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=Age, condition_col=Response.", + "bindings": { + "group_col": "Age", + "condition_col": "Response", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 71.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_11498e2cca07da0e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11498e2cca07da0e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d94efa4dfa63d08e0b4ec673fe95371ff023ad3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11498e2cca07da0e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:59.762857+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": 3525.32, "started_at": "2026-05-19T16:14:56.236814+00:00", "ended_at": "2026-05-19T16:14:59.762166+00:00", "prompt_metrics": {"chars": 8585, "bytes_utf8": 8585, "lines": 243, "estimated_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-d5fd-7ef3-aa49-eb7c30186fc8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:15:03.997899+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": 3232.85, "started_at": "2026-05-19T16:15:00.764295+00:00", "ended_at": "2026-05-19T16:15:03.997189+00:00", "prompt_metrics": {"chars": 8585, "bytes_utf8": 8585, "lines": 243, "estimated_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-e797-7793-8f9f-9cb80d904ea1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_115eca2c9d7b13bd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_115eca2c9d7b13bd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0849697bea07011fbb5d06a941fd8f2b3af3d704 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_115eca2c9d7b13bd/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:11:40.425581+00:00", + "ended_at": "2026-05-19T16:11:46.973297+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_115eca2c9d7b13bd", + "problem_id": "v2p_m11_51a4e677822cda4f", + "dataset_id": "m11", + "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=Vehicle_Age, measure_col=Age.", + "bindings": { + "group_col": "Vehicle_Age", + "measure_col": "Age", + "item_col": "Region_Code", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_115eca2c9d7b13bd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_115eca2c9d7b13bd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6eb64eeb7847ce53473d469371e3d27fc6e616e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_115eca2c9d7b13bd/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:43.230500+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": 2792.56, "started_at": "2026-05-19T16:11:40.437208+00:00", "ended_at": "2026-05-19T16:11:43.229797+00:00", "prompt_metrics": {"chars": 8194, "bytes_utf8": 8194, "lines": 242, "estimated_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-d910-7983-889d-35f57a70bbac\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:11:46.973210+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": 2741.1, "started_at": "2026-05-19T16:11:44.231400+00:00", "ended_at": "2026-05-19T16:11:46.972529+00:00", "prompt_metrics": {"chars": 8194, "bytes_utf8": 8194, "lines": 242, "estimated_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-e7fc-7863-a056-41c18af3d275\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_116c31cdbfc59a97/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_116c31cdbfc59a97/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..01f9dbf2d17f6198d7a7cfd5c53d01ffd66839b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_116c31cdbfc59a97/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:14:17.622847+00:00", + "ended_at": "2026-05-19T16:14:24.628958+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_116c31cdbfc59a97", + "problem_id": "v2p_m11_c3e69fa192560462", + "dataset_id": "m11", + "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=Vehicle_Damage, condition_col=Gender.", + "bindings": { + "group_col": "Vehicle_Damage", + "condition_col": "Gender", + "condition_value": "Male", + "positive_value": "Male", + "negative_value": "Female", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_116c31cdbfc59a97/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_116c31cdbfc59a97/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e90524c21ed92b3bccf35d6478c874f5010ecfef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_116c31cdbfc59a97/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:20.442446+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": 2807.43, "started_at": "2026-05-19T16:14:17.634138+00:00", "ended_at": "2026-05-19T16:14:20.441595+00:00", "prompt_metrics": {"chars": 8619, "bytes_utf8": 8619, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-3f31-7013-8946-93bf3da98abd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:14:24.628869+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": 3184.53, "started_at": "2026-05-19T16:14:21.443585+00:00", "ended_at": "2026-05-19T16:14:24.628156+00:00", "prompt_metrics": {"chars": 8619, "bytes_utf8": 8619, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-4e0f-7053-b708-242d1e26b730\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..55fa36dc5027a9223021326aeee95a2bf0d2cf7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11fbf3f3c1e44554/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": "2026-05-19T16:11:18.975888+00:00", + "ended_at": "2026-05-19T16:11:22.142771+00:00", + "elapsed_ms": 3166.86, + "returncode": 1, + "prompt_metrics": { + "chars": 7699, + "bytes_utf8": 7699, + "lines": 238, + "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/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f0bde778499e7188efaa166caa2558632f7cedef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11fbf3f3c1e44554/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": "2026-05-19T16:11:23.144479+00:00", + "ended_at": "2026-05-19T16:11:26.100973+00:00", + "elapsed_ms": 2956.46, + "returncode": 1, + "prompt_metrics": { + "chars": 7699, + "bytes_utf8": 7699, + "lines": 238, + "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/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52b6d458bebb7d66db5c62cc15fe642ff3b12e86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Response.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Response", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..52b6d458bebb7d66db5c62cc15fe642ff3b12e86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Response.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Response", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ee84e36182a2dc89104cc9952cde13588171f56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-8540-7f42-a661-90deafdb4bab"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9160b84472bcbc1d52fcb4f8dc0b30165b29c40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-8540-7f42-a661-90deafdb4bab"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9627f86378348db33ea0ece146109498bea9c8af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-9582-7a91-ac56-6d6a4385e555"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bd47bb1dac0550f74e555aba5969627dec0a942 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-9582-7a91-ac56-6d6a4385e555"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11fbf3f3c1e44554/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/m11/artifacts/v2q_m11_11fbf3f3c1e44554/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_11fbf3f3c1e44554/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/m11/artifacts/v2q_m11_15517721a45a31d9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_15517721a45a31d9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e391b0c0a0cde4d158fdca8272122d17c2d193ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_15517721a45a31d9/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:17:16.206968+00:00", + "ended_at": "2026-05-19T16:17:26.709821+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_15517721a45a31d9", + "problem_id": "v2p_m11_d3046f5109328a9e", + "dataset_id": "m11", + "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=Annual_Premium.", + "bindings": { + "measure_col": "Annual_Premium", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_15517721a45a31d9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_15517721a45a31d9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2ef00e2a4cb8035a258a004dc0cc47dc7950897 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_15517721a45a31d9/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:19.993186+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": 3768.1, "started_at": "2026-05-19T16:17:16.223837+00:00", "ended_at": "2026-05-19T16:17:19.992055+00:00", "prompt_metrics": {"chars": 7975, "bytes_utf8": 7975, "lines": 238, "estimated_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-f933-7050-a3b2-be35485213ce\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:17:26.709660+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": 5713.91, "started_at": "2026-05-19T16:17:20.994606+00:00", "ended_at": "2026-05-19T16:17:26.708581+00:00", "prompt_metrics": {"chars": 7975, "bytes_utf8": 7975, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-0bbc-76e1-807b-da7f8d4ca506\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_160ac39ed9c580c0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_160ac39ed9c580c0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ee753217ecc5693c95890b36f3e2d619349bb4fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_160ac39ed9c580c0/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:27:53.744831+00:00", + "ended_at": "2026-05-19T16:28:02.251149+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_160ac39ed9c580c0", + "problem_id": "v2p_m11_2ba3b7c31d4b0223", + "dataset_id": "m11", + "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=Gender.", + "bindings": { + "group_col": "Gender", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_160ac39ed9c580c0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_160ac39ed9c580c0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71db327bbdea7f6059fda53474e2374569612927 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_160ac39ed9c580c0/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:58.077195+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": 4311.18, "started_at": "2026-05-19T16:27:53.764132+00:00", "ended_at": "2026-05-19T16:27:58.075356+00:00", "prompt_metrics": {"chars": 7779, "bytes_utf8": 7779, "lines": 238, "estimated_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-b3ba-7863-b502-94e7f6141ca0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:28:02.251037+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": 3171.23, "started_at": "2026-05-19T16:27:59.078832+00:00", "ended_at": "2026-05-19T16:28:02.250111+00:00", "prompt_metrics": {"chars": 7779, "bytes_utf8": 7779, "lines": 238, "estimated_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-c860-7c81-9790-ced6c219bd1e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_169ec159f3c35a77/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_169ec159f3c35a77/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e01b2187306d917955d573c383d3e5fd8fe95583 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_169ec159f3c35a77/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:24:01.916949+00:00", + "ended_at": "2026-05-19T16:24:09.411595+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_169ec159f3c35a77", + "problem_id": "v2p_m11_792fc409661204e9", + "dataset_id": "m11", + "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=Region_Code, measure_col=Annual_Premium.", + "bindings": { + "group_col": "Region_Code", + "measure_col": "Annual_Premium", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_169ec159f3c35a77/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_169ec159f3c35a77/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a509ca9140b89ebe4ec26173af8f129a594b2e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_169ec159f3c35a77/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:05.214149+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": 3278.86, "started_at": "2026-05-19T16:24:01.934151+00:00", "ended_at": "2026-05-19T16:24:05.213052+00:00", "prompt_metrics": {"chars": 7988, "bytes_utf8": 7988, "lines": 240, "estimated_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-2a04-7fe3-9af5-28e99fd85a28\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:24:09.411489+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": 3194.57, "started_at": "2026-05-19T16:24:06.215930+00:00", "ended_at": "2026-05-19T16:24:09.410557+00:00", "prompt_metrics": {"chars": 7988, "bytes_utf8": 7988, "lines": 240, "estimated_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-3aad-7cc3-a517-7af3aae9efad\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_171021ec891ef17e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_171021ec891ef17e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3604f82d89511cb872161708fac6d0aff41f47e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_171021ec891ef17e/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:12:16.487129+00:00", + "ended_at": "2026-05-19T16:12:23.152292+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_171021ec891ef17e", + "problem_id": "v2p_m11_57baff40badaf8af", + "dataset_id": "m11", + "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=Policy_Sales_Channel, measure_col=Annual_Premium.", + "bindings": { + "group_col": "Policy_Sales_Channel", + "measure_col": "Annual_Premium", + "item_col": "Policy_Sales_Channel", + "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": 43912.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_171021ec891ef17e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_171021ec891ef17e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd44cf73b4f6eb1f48e8e748024e86be091c46af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_171021ec891ef17e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:19.419158+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": 2920.57, "started_at": "2026-05-19T16:12:16.497799+00:00", "ended_at": "2026-05-19T16:12:19.418398+00:00", "prompt_metrics": {"chars": 8254, "bytes_utf8": 8254, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-6602-7b90-a807-1564486ba7b8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:12:23.152208+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": 2730.93, "started_at": "2026-05-19T16:12:20.420534+00:00", "ended_at": "2026-05-19T16:12:23.151506+00:00", "prompt_metrics": {"chars": 8254, "bytes_utf8": 8254, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-7532-7461-a802-fb97d89e9495\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_176407f806960035/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_176407f806960035/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ad4af62bbfd4d7c3a72f9dcde89c3d05cbcba998 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_176407f806960035/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": "2026-05-19T16:09:46.051579+00:00", + "ended_at": "2026-05-19T16:09:48.877187+00:00", + "elapsed_ms": 2825.58, + "returncode": 1, + "prompt_metrics": { + "chars": 7796, + "bytes_utf8": 7796, + "lines": 240, + "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/m11/artifacts/v2q_m11_176407f806960035/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_176407f806960035/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..052ee78ba009d987f38ef3b44927714d04470930 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_176407f806960035/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": "2026-05-19T16:09:49.878743+00:00", + "ended_at": "2026-05-19T16:09:52.826034+00:00", + "elapsed_ms": 2947.23, + "returncode": 1, + "prompt_metrics": { + "chars": 7796, + "bytes_utf8": 7796, + "lines": 240, + "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/m11/artifacts/v2q_m11_176407f806960035/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_176407f806960035/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e6b621264309a48204d6c1c4cb208deb0cda746 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_176407f806960035/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Vehicle_Damage, measure_col=id.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Vehicle_Damage", + "measure_col": "id", + "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": 300232.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_176407f806960035/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_176407f806960035/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e6b621264309a48204d6c1c4cb208deb0cda746 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_176407f806960035/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Vehicle_Damage, measure_col=id.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Vehicle_Damage", + "measure_col": "id", + "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": 300232.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_176407f806960035/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_176407f806960035/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c050cccab442afae3b03110f86b8411a75015ecc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_176407f806960035/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-1a4e-7473-9caa-cee99eb63689"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_176407f806960035/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_176407f806960035/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20ca7e1a04dd6e9ae71236cc38603f7e2a3b82fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_176407f806960035/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-1a4e-7473-9caa-cee99eb63689"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_176407f806960035/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_176407f806960035/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fa9af21c063fce30cea41049fdcbadfe75baf53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_176407f806960035/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-2937-7140-8aaa-62e1ba606682"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_176407f806960035/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_176407f806960035/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..634638ef3cf6a935bf1a600ebfa7f15d216e1c67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_176407f806960035/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-2937-7140-8aaa-62e1ba606682"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_176407f806960035/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_176407f806960035/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/m11/artifacts/v2q_m11_176407f806960035/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_176407f806960035/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/m11/artifacts/v2q_m11_198ba2aa198fe57b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_198ba2aa198fe57b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c4fb93ab923c28fa2ce6a10b74bdbf62dd5438c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_198ba2aa198fe57b/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:18:18.680976+00:00", + "ended_at": "2026-05-19T16:18:26.081252+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_198ba2aa198fe57b", + "problem_id": "v2p_m11_c08cea7c58582966", + "dataset_id": "m11", + "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=Driving_License, measure_col=id.", + "bindings": { + "group_col": "Driving_License", + "measure_col": "id", + "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": 300232.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_198ba2aa198fe57b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_198ba2aa198fe57b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42b6279da9f67377c96d2d6182b989d04d2728c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_198ba2aa198fe57b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:22.276857+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": 3584.27, "started_at": "2026-05-19T16:18:18.691834+00:00", "ended_at": "2026-05-19T16:18:22.276134+00:00", "prompt_metrics": {"chars": 8354, "bytes_utf8": 8354, "lines": 240, "estimated_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-ecc1-7a41-95f6-36e98b362775\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:18:26.081164+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": 2802.49, "started_at": "2026-05-19T16:18:23.277908+00:00", "ended_at": "2026-05-19T16:18:26.080434+00:00", "prompt_metrics": {"chars": 8354, "bytes_utf8": 8354, "lines": 240, "estimated_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-fed8-7eb2-991b-9e5ed0a529d5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_1aa325031dd3aae3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1aa325031dd3aae3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e8b187f7ce776153c9cb45a782a4d7cadee64ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1aa325031dd3aae3/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=Vehicle_Age, measure_col=Vintage. +Result preview: [{"Vehicle_Age": "1-2 Year", "total_measure": 30876338.0}, {"Vehicle_Age": "< 1 Year", "total_measure": 25472367.0}, {"Vehicle_Age": "> 2 Years", "total_measure": 2474477.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1aa325031dd3aae3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1aa325031dd3aae3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ea37e95072c9950a2844c6b95f7064c631204a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1aa325031dd3aae3/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: m11 +-- 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_m11_1aa325031dd3aae3 +-- problem_id: v2p_m11_015fa538d45de6aa +-- realization_mode: agent +-- source_kind: agent +SELECT "Vehicle_Age", SUM(CAST("Vintage" AS REAL)) AS total_measure +FROM "m11" +GROUP BY "Vehicle_Age" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1aa325031dd3aae3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1aa325031dd3aae3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..10e4777e3f453ed7a33cff0ca38883e9fbb46030 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1aa325031dd3aae3/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 \"Vehicle_Age\", SUM(CAST(\"Vintage\" AS REAL)) AS total_measure\nFROM \"m11\"\nGROUP BY \"Vehicle_Age\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Vehicle_Age\\\", SUM(CAST(\\\"Vintage\\\" AS REAL)) AS total_measure\\nFROM \\\"m11\\\"\\nGROUP BY \\\"Vehicle_Age\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"Vehicle_Age\", \"total_measure\"], \"rows\": [{\"Vehicle_Age\": \"1-2 Year\", \"total_measure\": 30876338.0}, {\"Vehicle_Age\": \"< 1 Year\", \"total_measure\": 25472367.0}, {\"Vehicle_Age\": \"> 2 Years\", \"total_measure\": 2474477.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 175.69}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1aa325031dd3aae3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1aa325031dd3aae3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2f91de9f2721477141747f50d96a28a00cec7cd4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1aa325031dd3aae3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:09:11.866590+00:00", + "ended_at": "2026-05-19T16:09:25.958187+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_1aa325031dd3aae3", + "problem_id": "v2p_m11_015fa538d45de6aa", + "dataset_id": "m11", + "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=Vehicle_Age, measure_col=Vintage.", + "bindings": { + "group_col": "Vehicle_Age", + "measure_col": "Vintage", + "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": 71.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=6", + "sql_variant_index=1/2", + "binding_index=5" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m11/sql/v2q_m11_1aa325031dd3aae3.sql", + "usage_summary": { + "dataset_id": "m11", + "model": "v2-cli:codex", + "run_id": "v2q_m11_1aa325031dd3aae3", + "api_calls": 0, + "input_tokens": 14331, + "cached_input_tokens": 12032, + "output_tokens": 434, + "total_tokens": 14765, + "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": 12900.1, + "sql_execution_elapsed_ms_total": 175.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1aa325031dd3aae3/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/m11/artifacts/v2q_m11_1aa325031dd3aae3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1aa325031dd3aae3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..647c60fd3a7988744a1e4b7e7dd11f3073ced022 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1aa325031dd3aae3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:15.038236+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": 3159.43, "started_at": "2026-05-19T16:09:11.877783+00:00", "ended_at": "2026-05-19T16:09:15.037242+00:00", "prompt_metrics": {"chars": 7793, "bytes_utf8": 7793, "lines": 240, "estimated_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-94dd-71e0-952d-ca41b29d853e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:09:25.780568+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": 9740.67, "started_at": "2026-05-19T16:09:16.039190+00:00", "ended_at": "2026-05-19T16:09:25.779893+00:00", "prompt_metrics": {"chars": 7793, "bytes_utf8": 7793, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14331, "cached_input_tokens": 12032, "output_tokens": 434, "reasoning_output_tokens": 336}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Vehicle_Age\\\", SUM(CAST(\\\"Vintage\\\" AS REAL)) AS total_measure\\nFROM \\\"m11\\\"\\nGROUP BY \\\"Vehicle_Age\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the requested grouped numeric-sum template with \\\"Vehicle_Age\\\" as the grouping column and cast text-typed \\\"Vintage\\\" to REAL so SQLite sums it numerically.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1aa325031dd3aae3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1aa325031dd3aae3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7dac6812ac3501fd881a720fb9456ae52b443a40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1aa325031dd3aae3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m11", + "model": "v2-cli:codex", + "run_id": "v2q_m11_1aa325031dd3aae3", + "api_calls": 0, + "input_tokens": 14331, + "cached_input_tokens": 12032, + "output_tokens": 434, + "total_tokens": 14765, + "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": 12900.1, + "sql_execution_elapsed_ms_total": 175.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1aa325031dd3aae3/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/m11/artifacts/v2q_m11_1eea9e88d41cf026/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1eea9e88d41cf026/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e1c8de1e5cf4caf64bb7c8bf28dd709a2a114811 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1eea9e88d41cf026/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:08:14.604798+00:00", + "ended_at": "2026-05-19T16:08:21.950911+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_1eea9e88d41cf026", + "problem_id": "v2p_m11_1de4245807b7d603", + "dataset_id": "m11", + "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=Age, measure_col=Age.", + "bindings": { + "group_col": "Age", + "measure_col": "Age", + "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": 46.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=2/2", + "binding_index=1" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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/m11/artifacts/v2q_m11_1eea9e88d41cf026/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1eea9e88d41cf026/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03511f50f14a89c3a3af07e617d9b62ab78869fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1eea9e88d41cf026/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:17.643586+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": 3026.68, "started_at": "2026-05-19T16:08:14.616197+00:00", "ended_at": "2026-05-19T16:08:17.642900+00:00", "prompt_metrics": {"chars": 7773, "bytes_utf8": 7773, "lines": 240, "estimated_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-b524-7f13-ac75-7b2b17c249f5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:08:21.950818+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": 3305.1, "started_at": "2026-05-19T16:08:18.644974+00:00", "ended_at": "2026-05-19T16:08:21.950131+00:00", "prompt_metrics": {"chars": 7773, "bytes_utf8": 7773, "lines": 240, "estimated_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-c4d5-7250-a1f8-1c69d1c8ef31\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_1f2e91c7a1546020/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f2e91c7a1546020/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..03ec08564dadf272b89a5b3722456457232d810b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f2e91c7a1546020/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:10:32.721025+00:00", + "ended_at": "2026-05-19T16:10:40.463193+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_1f2e91c7a1546020", + "problem_id": "v2p_m11_a773aa814e060472", + "dataset_id": "m11", + "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=Region_Code.", + "bindings": { + "group_col": "Region_Code", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_1f2e91c7a1546020/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f2e91c7a1546020/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..419b8ea0ee97db0df80c689ac40fb8f51a576282 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f2e91c7a1546020/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:35.868401+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": 3136.15, "started_at": "2026-05-19T16:10:32.731523+00:00", "ended_at": "2026-05-19T16:10:35.867705+00:00", "prompt_metrics": {"chars": 7705, "bytes_utf8": 7705, "lines": 238, "estimated_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-d099-7301-a372-f6a98b341af4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:10:40.463101+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": 3592.47, "started_at": "2026-05-19T16:10:36.869866+00:00", "ended_at": "2026-05-19T16:10:40.462379+00:00", "prompt_metrics": {"chars": 7705, "bytes_utf8": 7705, "lines": 238, "estimated_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-e0da-7833-b19f-66ea08e822b4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..03880ab20b2fe7d6c88e2d0756143d27071fd0fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f601dd0d5fa985c/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": "2026-05-19T16:31:33.349543+00:00", + "ended_at": "2026-05-19T16:31:36.804421+00:00", + "elapsed_ms": 3454.84, + "returncode": 1, + "prompt_metrics": { + "chars": 7866, + "bytes_utf8": 7866, + "lines": 240, + "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/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9d5f4e5fee2354a9a65338ab2d1c4b253d7baacb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f601dd0d5fa985c/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": "2026-05-19T16:31:37.807310+00:00", + "ended_at": "2026-05-19T16:31:41.218971+00:00", + "elapsed_ms": 3411.59, + "returncode": 1, + "prompt_metrics": { + "chars": 7866, + "bytes_utf8": 7866, + "lines": 240, + "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/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17773cb01e9463df73c5941907085688e37046a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Vintage, measure_col=id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Vintage", + "measure_col": "id", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..17773cb01e9463df73c5941907085688e37046a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Vintage, measure_col=id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Vintage", + "measure_col": "id", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bb05376af4b66dcfd79770e1329676895d0964d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-0d56-7ff1-87e6-f7b1569cec5f"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6353d7877bad91108a0edd506e7364d4653706d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-0d56-7ff1-87e6-f7b1569cec5f"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3741c5b3eb1187aeb2b30f6cd0e290bbe1e3ee18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-1ebd-7423-815e-eb5d1e005774"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..27680d79cc86330bb8389da00f19f627f8b71c13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-1ebd-7423-815e-eb5d1e005774"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f601dd0d5fa985c/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/m11/artifacts/v2q_m11_1f601dd0d5fa985c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_1f601dd0d5fa985c/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/m11/artifacts/v2q_m11_2212f59d773fafa3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2212f59d773fafa3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f5b1e3f528a02ad8f418577cf836858efd3fff75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2212f59d773fafa3/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:16:51.329837+00:00", + "ended_at": "2026-05-19T16:16:59.717211+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_2212f59d773fafa3", + "problem_id": "v2p_m11_e621f825c1f303d7", + "dataset_id": "m11", + "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=id.", + "bindings": { + "measure_col": "id", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_2212f59d773fafa3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2212f59d773fafa3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e49399b304d2d4c3c9dc9da0b5bf9a262adcb13a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2212f59d773fafa3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:54.987215+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": 3639.48, "started_at": "2026-05-19T16:16:51.346624+00:00", "ended_at": "2026-05-19T16:16:54.986153+00:00", "prompt_metrics": {"chars": 7953, "bytes_utf8": 7953, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-97f9-7ef3-bf3a-a22779f18a06\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:16:59.717009+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": 3727.5, "started_at": "2026-05-19T16:16:55.988405+00:00", "ended_at": "2026-05-19T16:16:59.715956+00:00", "prompt_metrics": {"chars": 7953, "bytes_utf8": 7953, "lines": 238, "estimated_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-aa19-7893-8dbd-cd3ec5306c32\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..607ab8764f815c1e48a265e99c603da9d19c92e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_26083d937e2d0263/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": "2026-05-19T16:24:57.720170+00:00", + "ended_at": "2026-05-19T16:25:01.320485+00:00", + "elapsed_ms": 3600.27, + "returncode": 1, + "prompt_metrics": { + "chars": 8055, + "bytes_utf8": 8055, + "lines": 243, + "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/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e96c1dc9fc7ff9e061c7220c020eea99e8820017 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_26083d937e2d0263/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": "2026-05-19T16:25:02.322817+00:00", + "ended_at": "2026-05-19T16:25:05.812312+00:00", + "elapsed_ms": 3489.45, + "returncode": 1, + "prompt_metrics": { + "chars": 8055, + "bytes_utf8": 8055, + "lines": 243, + "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/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4aad59e9b4828e6bb03f5eaf0b529568393ec129 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Vintage, condition_col=Previously_Insured.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Vintage", + "condition_col": "Previously_Insured", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4aad59e9b4828e6bb03f5eaf0b529568393ec129 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,243 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Vintage, condition_col=Previously_Insured.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Vintage", + "condition_col": "Previously_Insured", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..96184f0d3e3815b10518eefef2cf51e372d6980a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-03e1-7d72-9d50-9418c50e785e"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e416619e64d443c621a31f041201fa03d7ad9d11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-03e1-7d72-9d50-9418c50e785e"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..109700e78d643462b0064ad64d1a732b5f5fcd4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-1608-7af2-8759-3957a05f41ac"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..75fca48b2a26c29628efe965cb11d3002c59136f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-1608-7af2-8759-3957a05f41ac"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_26083d937e2d0263/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/m11/artifacts/v2q_m11_26083d937e2d0263/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_26083d937e2d0263/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/m11/artifacts/v2q_m11_2a3d112e1e9c3869/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2a3d112e1e9c3869/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e323188517e110c0968f2da5783dae0b3a6c5344 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2a3d112e1e9c3869/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:28:40.448949+00:00", + "ended_at": "2026-05-19T16:28:48.266643+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_2a3d112e1e9c3869", + "problem_id": "v2p_m11_74d6e384b6cf092a", + "dataset_id": "m11", + "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=Region_Code.", + "bindings": { + "group_col": "Region_Code", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_2a3d112e1e9c3869/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2a3d112e1e9c3869/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b063360165b96286c7a7a8a7449188437bb2250 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2a3d112e1e9c3869/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:43.776876+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": 3308.07, "started_at": "2026-05-19T16:28:40.467691+00:00", "ended_at": "2026-05-19T16:28:43.775809+00:00", "prompt_metrics": {"chars": 7788, "bytes_utf8": 7788, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-6a11-75c2-9083-3ea379405d79\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:28:48.266521+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": 3486.52, "started_at": "2026-05-19T16:28:44.778829+00:00", "ended_at": "2026-05-19T16:28:48.265421+00:00", "prompt_metrics": {"chars": 7788, "bytes_utf8": 7788, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-7b09-7a52-945d-de39e47c9096\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ede10d87ce5e82d95e918320e625bd63ae589fa0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2cf905d7417a68e3/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": "2026-05-19T16:26:18.209618+00:00", + "ended_at": "2026-05-19T16:26:21.729264+00:00", + "elapsed_ms": 3519.59, + "returncode": 1, + "prompt_metrics": { + "chars": 8053, + "bytes_utf8": 8053, + "lines": 243, + "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/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..21164e9fc26fa68d45a6a7cc6869d7fcfc40c39e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2cf905d7417a68e3/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": "2026-05-19T16:26:22.731874+00:00", + "ended_at": "2026-05-19T16:26:27.212428+00:00", + "elapsed_ms": 4480.48, + "returncode": 1, + "prompt_metrics": { + "chars": 8053, + "bytes_utf8": 8053, + "lines": 243, + "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/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97855872dd47a4eb6ec602ea4d9d2d6f1602a1f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Region_Code, condition_col=Driving_License.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Region_Code", + "condition_col": "Driving_License", + "condition_value": "0", + "positive_value": "1", + "negative_value": "0", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..97855872dd47a4eb6ec602ea4d9d2d6f1602a1f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,243 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Region_Code, condition_col=Driving_License.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Region_Code", + "condition_col": "Driving_License", + "condition_value": "0", + "positive_value": "1", + "negative_value": "0", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..36b198239d1e133ea05f131948244e8004cfd625 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-3e52-7153-806f-46084fd3907c"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7cc4da60a0350973da3124e5f34d24bf71516ee7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-3e52-7153-806f-46084fd3907c"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9e0a996e6db0754eca71d6fb2b7e0d27cb8173c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-5011-74b0-b52f-5afde6e5bb02"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b4c2e15951de3c0fa01e58ff072ba13dbc65af7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-5011-74b0-b52f-5afde6e5bb02"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2cf905d7417a68e3/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/m11/artifacts/v2q_m11_2cf905d7417a68e3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2cf905d7417a68e3/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/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..08b47d518b71ae1b00443b7e1c7d3b8ef8d1a62b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d1bf02a712f664e/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": "2026-05-19T16:15:55.602962+00:00", + "ended_at": "2026-05-19T16:16:06.040059+00:00", + "elapsed_ms": 10437.06, + "returncode": 1, + "prompt_metrics": { + "chars": 8099, + "bytes_utf8": 8099, + "lines": 244, + "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/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f5488c1d3e07dd7b057de3a7f695f8ad31d4e221 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d1bf02a712f664e/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": "2026-05-19T16:16:07.042563+00:00", + "ended_at": "2026-05-19T16:16:10.216137+00:00", + "elapsed_ms": 3173.51, + "returncode": 1, + "prompt_metrics": { + "chars": 8099, + "bytes_utf8": 8099, + "lines": 244, + "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/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e8b33a0ee27d4a71cb5ead22abfde67f3ec3c31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Gender, group_col_2=Vintage.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Gender", + "group_col_2": "Vintage", + "predicate_col": "Region_Code", + "predicate_op": ">=", + "predicate_value": 24.0, + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e8b33a0ee27d4a71cb5ead22abfde67f3ec3c31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,244 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Gender, group_col_2=Vintage.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Gender", + "group_col_2": "Vintage", + "predicate_col": "Region_Code", + "predicate_op": ">=", + "predicate_value": 24.0, + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..176c88c9b3710f933e7560a85b0f8506ef74134f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-bdd3-7451-9b41-6d7b4bec14f0"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7eb193f11622b6e44d465aebf411dabe6da4c213 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-bdd3-7451-9b41-6d7b4bec14f0"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..98c91c3ab71263d249d128fd8e1ba26f9a3784d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-eaec-7e91-be91-14871f66fb0d"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..55259b22e648039ddb507bb12a28c6897604ef7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-eaec-7e91-be91-14871f66fb0d"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d1bf02a712f664e/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/m11/artifacts/v2q_m11_2d1bf02a712f664e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d1bf02a712f664e/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/m11/artifacts/v2q_m11_2d4bdfa5f23be21c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d4bdfa5f23be21c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..80d29638c9b91abd2bb18f4bf49e07f9674da67e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d4bdfa5f23be21c/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:29:20.578249+00:00", + "ended_at": "2026-05-19T16:29:28.129432+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_2d4bdfa5f23be21c", + "problem_id": "v2p_m11_829f7b160bd4dbea", + "dataset_id": "m11", + "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=Vehicle_Age.", + "bindings": { + "group_col": "Vehicle_Age", + "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": 71.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_2d4bdfa5f23be21c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d4bdfa5f23be21c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d064990a007ba3aab51e4d2e43e883e52742b39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d4bdfa5f23be21c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:23.921338+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": 3323.75, "started_at": "2026-05-19T16:29:20.596559+00:00", "ended_at": "2026-05-19T16:29:23.920351+00:00", "prompt_metrics": {"chars": 7787, "bytes_utf8": 7787, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-06c9-79a0-9d9b-752ed63d8c1e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:29:28.129312+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": 3205.71, "started_at": "2026-05-19T16:29:24.922439+00:00", "ended_at": "2026-05-19T16:29:28.128205+00:00", "prompt_metrics": {"chars": 7787, "bytes_utf8": 7787, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-17b7-7231-8752-c50ca9a41fb9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6cd9e92da18767a6e4e415322fa4b999302cbefa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/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": "2026-05-19T16:26:35.236144+00:00", + "ended_at": "2026-05-19T16:26:38.484897+00:00", + "elapsed_ms": 3248.71, + "returncode": 1, + "prompt_metrics": { + "chars": 8077, + "bytes_utf8": 8077, + "lines": 243, + "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/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..56fd83773368d5c71b5ff19cfe14cd604ce4db11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/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": "2026-05-19T16:26:39.486900+00:00", + "ended_at": "2026-05-19T16:26:43.090424+00:00", + "elapsed_ms": 3603.47, + "returncode": 1, + "prompt_metrics": { + "chars": 8077, + "bytes_utf8": 8077, + "lines": 243, + "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/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d79dd56c800dcdce8c8dd6e5dc7d210afec1d376 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Previously_Insured, condition_col=Previously_Insured.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Previously_Insured", + "condition_col": "Previously_Insured", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d79dd56c800dcdce8c8dd6e5dc7d210afec1d376 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,243 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Previously_Insured, condition_col=Previously_Insured.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Previously_Insured", + "condition_col": "Previously_Insured", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2542751f9fa550e53c4302bce304b6dd38048d3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-80eb-7b12-8a95-8f57177e7fd2"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2637f9c5f3705eae05a1ab9847036f4b856a450d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-80eb-7b12-8a95-8f57177e7fd2"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a957ecdcd0a9d5bad8d470974f8ee7642ab95f9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-916e-7e63-92dd-a1273b1a1c80"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfe3271d646fde8a0524b20ab5bab13b5929e9d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-916e-7e63-92dd-a1273b1a1c80"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/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/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/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/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..66898fda548f31fc86c68d3da3fff4a33e90f975 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:26:35.216234+00:00", + "ended_at": "2026-05-19T16:26:43.091681+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_2d6ced0a4725d5e4", + "problem_id": "v2p_m11_c3284321fcc92ba9", + "dataset_id": "m11", + "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=Previously_Insured, condition_col=Previously_Insured.", + "bindings": { + "group_col": "Previously_Insured", + "condition_col": "Previously_Insured", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b7efd3cb4aef73b6f712d4d98e009003ff2a485 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2d6ced0a4725d5e4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:38.485871+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": 3248.71, "started_at": "2026-05-19T16:26:35.236144+00:00", "ended_at": "2026-05-19T16:26:38.484897+00:00", "prompt_metrics": {"chars": 8077, "bytes_utf8": 8077, "lines": 243, "estimated_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-80eb-7b12-8a95-8f57177e7fd2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:26:43.091557+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": 3603.47, "started_at": "2026-05-19T16:26:39.486900+00:00", "ended_at": "2026-05-19T16:26:43.090424+00:00", "prompt_metrics": {"chars": 8077, "bytes_utf8": 8077, "lines": 243, "estimated_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-916e-7e63-92dd-a1273b1a1c80\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fb3329104f1e9d85f3e36d0478b846acdc0c56e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f3740d491656ce1/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": "2026-05-19T16:30:06.822204+00:00", + "ended_at": "2026-05-19T16:30:10.229872+00:00", + "elapsed_ms": 3407.62, + "returncode": 1, + "prompt_metrics": { + "chars": 7882, + "bytes_utf8": 7882, + "lines": 240, + "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/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..54c94fb026f264db1d73894bdde3d568fef48606 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f3740d491656ce1/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": "2026-05-19T16:30:11.232382+00:00", + "ended_at": "2026-05-19T16:30:14.910322+00:00", + "elapsed_ms": 3677.88, + "returncode": 1, + "prompt_metrics": { + "chars": 7882, + "bytes_utf8": 7882, + "lines": 240, + "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/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3d5b21beefb3e1f7115cf5631de07293195a04c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Driving_License, measure_col=id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Driving_License", + "measure_col": "id", + "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": 300232.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3d5b21beefb3e1f7115cf5631de07293195a04c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Driving_License, measure_col=id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Driving_License", + "measure_col": "id", + "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": 300232.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2127dfc2f47a875a2b5f76a358420b9a5559fba5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-bb5b-7613-8638-66950488d6cd"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae690ed50c19ab62154421d40f41996c6f0a2303 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-bb5b-7613-8638-66950488d6cd"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7189134b4532d5b5ca84b847591e97ba68ce5d04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-cc82-7872-8a8a-f66157c5772d"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..22a1bdc18abd8dc988ad4662baa0a8017328d9a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-cc82-7872-8a8a-f66157c5772d"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f3740d491656ce1/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/m11/artifacts/v2q_m11_2f3740d491656ce1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f3740d491656ce1/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/m11/artifacts/v2q_m11_2f7b3680eaa12084/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f7b3680eaa12084/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0058f1bc4c6cb10e2ab145587f6c7d22fe7dff9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f7b3680eaa12084/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:20:21.339349+00:00", + "ended_at": "2026-05-19T16:20:29.188380+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_2f7b3680eaa12084", + "problem_id": "v2p_m11_da876e665b81022c", + "dataset_id": "m11", + "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=Gender, measure_col=Region_Code.", + "bindings": { + "group_col": "Gender", + "measure_col": "Region_Code", + "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": 20.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_2f7b3680eaa12084/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f7b3680eaa12084/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68233d92d493bd2f7e3264f24b1c2d15312f0ba6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f7b3680eaa12084/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:24.929419+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": 3578.84, "started_at": "2026-05-19T16:20:21.349864+00:00", "ended_at": "2026-05-19T16:20:24.928733+00:00", "prompt_metrics": {"chars": 8350, "bytes_utf8": 8350, "lines": 240, "estimated_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-cbe2-7422-95e2-888d26529398\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:20:29.188294+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": 3257.21, "started_at": "2026-05-19T16:20:25.930312+00:00", "ended_at": "2026-05-19T16:20:29.187553+00:00", "prompt_metrics": {"chars": 8350, "bytes_utf8": 8350, "lines": 240, "estimated_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-dde3-7482-acb0-71b1e66a5283\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_2f844b8e58a096a7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f844b8e58a096a7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cdf6b01ca3ee37f0e7ec5530b6ac1fafc4b030ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f844b8e58a096a7/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:12:45.808651+00:00", + "ended_at": "2026-05-19T16:12:53.118114+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_2f844b8e58a096a7", + "problem_id": "v2p_m11_dc6c7d0090ab261a", + "dataset_id": "m11", + "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=Response, measure_col=Vintage.", + "bindings": { + "group_col": "Response", + "measure_col": "Vintage", + "item_col": "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": 64.16, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_2f844b8e58a096a7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f844b8e58a096a7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29734404d1e88cc6473d3655cf71014ceab9e88d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_2f844b8e58a096a7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:49.096648+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": 3275.41, "started_at": "2026-05-19T16:12:45.820547+00:00", "ended_at": "2026-05-19T16:12:49.095978+00:00", "prompt_metrics": {"chars": 8195, "bytes_utf8": 8195, "lines": 242, "estimated_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-d870-7f12-accc-d280723f25aa\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:12:53.117986+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": 3019.87, "started_at": "2026-05-19T16:12:50.097434+00:00", "ended_at": "2026-05-19T16:12:53.117332+00:00", "prompt_metrics": {"chars": 8195, "bytes_utf8": 8195, "lines": 242, "estimated_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-e929-75a1-ac27-585211595d4e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2e810a82800d49ae1de6d3294b83feec5a5b6eef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/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": "2026-05-19T16:28:25.875633+00:00", + "ended_at": "2026-05-19T16:28:28.849704+00:00", + "elapsed_ms": 2974.02, + "returncode": 1, + "prompt_metrics": { + "chars": 7793, + "bytes_utf8": 7793, + "lines": 238, + "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/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..776b7c6a01789adc8dbe988c9da9a91647b6fd1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/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": "2026-05-19T16:28:29.853347+00:00", + "ended_at": "2026-05-19T16:28:33.068643+00:00", + "elapsed_ms": 3215.23, + "returncode": 1, + "prompt_metrics": { + "chars": 7793, + "bytes_utf8": 7793, + "lines": 238, + "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/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc59cfa6a4cb4d9dfa0074a565f44b545ee4ee67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Driving_License.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Driving_License", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc59cfa6a4cb4d9dfa0074a565f44b545ee4ee67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Driving_License.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Driving_License", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..589ac8c0d764dfc066fc217714086f7f97c288df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-30f7-7e21-a200-359515d6e0dd"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcc04aca6bc5be1f6724a09091df06b7a9f60def --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-30f7-7e21-a200-359515d6e0dd"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..41c5b59d21047780eba1d085fd2b19f24941f8fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-40aa-7f31-a67c-bceaa4d2ea11"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f23cb0144e3bf6b3edfaac3452bab67abfd5e22a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-40aa-7f31-a67c-bceaa4d2ea11"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/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/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_327e2bcc3f8f1c34/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/m11/artifacts/v2q_m11_328d636a6be4f4e9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_328d636a6be4f4e9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..97a5c6fd17edd5a34a7ed16d07bc4af47921cb7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_328d636a6be4f4e9/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:31:09.090377+00:00", + "ended_at": "2026-05-19T16:31:16.846259+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_328d636a6be4f4e9", + "problem_id": "v2p_m11_9dd4a9ad15d64673", + "dataset_id": "m11", + "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=Vehicle_Damage, measure_col=Policy_Sales_Channel.", + "bindings": { + "group_col": "Vehicle_Damage", + "measure_col": "Policy_Sales_Channel", + "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": 140.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_328d636a6be4f4e9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_328d636a6be4f4e9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcf8992a53a949362c786098c0d1bedb528e8951 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_328d636a6be4f4e9/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:31:12.513203+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": 3404.32, "started_at": "2026-05-19T16:31:09.107950+00:00", "ended_at": "2026-05-19T16:31:12.512304+00:00", "prompt_metrics": {"chars": 7913, "bytes_utf8": 7913, "lines": 240, "estimated_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-aea8-76b0-b4dd-920303c2341a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:31:16.846115+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": 3329.77, "started_at": "2026-05-19T16:31:13.514979+00:00", "ended_at": "2026-05-19T16:31:16.844838+00:00", "prompt_metrics": {"chars": 7913, "bytes_utf8": 7913, "lines": 240, "estimated_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-bfbf-7d81-8632-da836a9d4dd2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_32aa052b34638e98/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_32aa052b34638e98/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d75f2499973c04cc2c3e83cf63e4dab48cc6619d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_32aa052b34638e98/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:26:58.006681+00:00", + "ended_at": "2026-05-19T16:27:06.176212+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_32aa052b34638e98", + "problem_id": "v2p_m11_e8f1e20939c5f5e3", + "dataset_id": "m11", + "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=Region_Code.", + "bindings": { + "measure_col": "Region_Code", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_32aa052b34638e98/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_32aa052b34638e98/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc6e8a2f74e449ea98ba1f1cd79521e0bf51ff99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_32aa052b34638e98/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:01.661689+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": "2026-05-19T16:26:58.025458+00:00", "ended_at": "2026-05-19T16:27:01.660624+00:00", "prompt_metrics": {"chars": 7733, "bytes_utf8": 7733, "lines": 238, "estimated_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-d9d0-7932-9ba2-cc0a3432898a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:27:06.175967+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": 3510.82, "started_at": "2026-05-19T16:27:02.663523+00:00", "ended_at": "2026-05-19T16:27:06.174396+00:00", "prompt_metrics": {"chars": 7733, "bytes_utf8": 7733, "lines": 238, "estimated_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-ebe8-7353-bfe1-b2d81839d447\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_35b17b95f80e0900/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_35b17b95f80e0900/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b77f753c5ea4dd424d013c251406e6f9dae28b3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_35b17b95f80e0900/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:18:33.198736+00:00", + "ended_at": "2026-05-19T16:18:39.762194+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_35b17b95f80e0900", + "problem_id": "v2p_m11_de2052f6109cfcdc", + "dataset_id": "m11", + "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=Region_Code, measure_col=Age.", + "bindings": { + "group_col": "Region_Code", + "measure_col": "Age", + "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": 46.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_35b17b95f80e0900/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_35b17b95f80e0900/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f26c8580db39b1b19d32c5e538b3991149cec79c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_35b17b95f80e0900/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:35.938325+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": 2727.28, "started_at": "2026-05-19T16:18:33.210301+00:00", "ended_at": "2026-05-19T16:18:35.937604+00:00", "prompt_metrics": {"chars": 8343, "bytes_utf8": 8343, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-258b-75e3-b010-4cf6331e7920\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:18:39.761957+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": 2821.45, "started_at": "2026-05-19T16:18:36.939143+00:00", "ended_at": "2026-05-19T16:18:39.760623+00:00", "prompt_metrics": {"chars": 8343, "bytes_utf8": 8343, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-3414-7160-85b7-a9c208916cc4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_3631dfa120c91f5f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3631dfa120c91f5f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7b94bcf281fc7ba8cdb93e8985f5983766d48ccc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3631dfa120c91f5f/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:13:41.655735+00:00", + "ended_at": "2026-05-19T16:13:48.984276+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_3631dfa120c91f5f", + "problem_id": "v2p_m11_18d929e342c7e59f", + "dataset_id": "m11", + "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=Region_Code, measure_col=Annual_Premium.", + "bindings": { + "group_col": "Region_Code", + "measure_col": "Annual_Premium", + "item_col": "Policy_Sales_Channel", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_3631dfa120c91f5f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3631dfa120c91f5f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b883973a8fc6f9621a7ae0540a36d6c70644e1a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3631dfa120c91f5f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:44.738801+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": 3071.6, "started_at": "2026-05-19T16:13:41.666369+00:00", "ended_at": "2026-05-19T16:13:44.738041+00:00", "prompt_metrics": {"chars": 8228, "bytes_utf8": 8228, "lines": 242, "estimated_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-b297-7160-b6bb-e4a4d0ab40e2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:13:48.984186+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": 3243.7, "started_at": "2026-05-19T16:13:45.739687+00:00", "ended_at": "2026-05-19T16:13:48.983421+00:00", "prompt_metrics": {"chars": 8228, "bytes_utf8": 8228, "lines": 242, "estimated_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-c292-7f82-bc32-049895383dc0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_38445c7160e6e7e1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_38445c7160e6e7e1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8c06efa7be80ae2593d58b5666a14378fa5145a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_38445c7160e6e7e1/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:11:53.867974+00:00", + "ended_at": "2026-05-19T16:12:00.873362+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_38445c7160e6e7e1", + "problem_id": "v2p_m11_c2fbf28d281dc1fc", + "dataset_id": "m11", + "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=Vehicle_Damage, measure_col=Region_Code.", + "bindings": { + "group_col": "Vehicle_Damage", + "measure_col": "Region_Code", + "item_col": "Annual_Premium", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_38445c7160e6e7e1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_38445c7160e6e7e1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d53d7d4cb1d0ad4469d43dfd6ce03e4ef29bf46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_38445c7160e6e7e1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:56.679667+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": 2798.52, "started_at": "2026-05-19T16:11:53.880356+00:00", "ended_at": "2026-05-19T16:11:56.678907+00:00", "prompt_metrics": {"chars": 8224, "bytes_utf8": 8224, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-0d8e-7090-8a57-8fb1e889e0a5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:12:00.873276+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": 3191.02, "started_at": "2026-05-19T16:11:57.681466+00:00", "ended_at": "2026-05-19T16:12:00.872534+00:00", "prompt_metrics": {"chars": 8224, "bytes_utf8": 8224, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-1c6b-7b43-b580-c78935d94efc\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_3861ce72b35daaf2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3861ce72b35daaf2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..392b653a73579ed0e09c578d53c05fb8257d35ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3861ce72b35daaf2/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:20:10.909394+00:00", + "ended_at": "2026-05-19T16:20:21.338708+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_3861ce72b35daaf2", + "problem_id": "v2p_m11_112350a133640e69", + "dataset_id": "m11", + "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=Gender, measure_col=Region_Code.", + "bindings": { + "group_col": "Gender", + "measure_col": "Region_Code", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_3861ce72b35daaf2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3861ce72b35daaf2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58be6ad4a50a9ae621612c5c1c4cf54b04d7fa02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3861ce72b35daaf2/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:17.526813+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": 6604.62, "started_at": "2026-05-19T16:20:10.921489+00:00", "ended_at": "2026-05-19T16:20:17.526127+00:00", "prompt_metrics": {"chars": 8346, "bytes_utf8": 8346, "lines": 240, "estimated_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-a339-7663-96af-092c532653f0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:20:21.338620+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": 2809.53, "started_at": "2026-05-19T16:20:18.528357+00:00", "ended_at": "2026-05-19T16:20:21.337931+00:00", "prompt_metrics": {"chars": 8346, "bytes_utf8": 8346, "lines": 240, "estimated_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-c0ee-73e1-9b6c-1375e68038e7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_3a0fb25bf3202a33/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3a0fb25bf3202a33/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdb6b26aa0204bd86aa3537e3175785b35ff4849 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3a0fb25bf3202a33/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "152.0", "support": 134784, "support_share": 0.3536626004633845, "cumulative_support": 134784}, {"value_label": "26.0", "support": 79700, "support_share": 0.2091265228582899, "cumulative_support": 214484}, {"value_label": "124.0", "support": 73995, "support_share": 0.1941570521819217, "cumulative_support": 288479}, {"value_label": "160.0", "support": 21779, "support_share": 0.05714638069423708, "cumulative_support": 310258}, {"value_label": "156.0", "support": 10661, "support_share": 0.0279736243436917, "cumulative_support": 320919}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3a0fb25bf3202a33/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3a0fb25bf3202a33/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8daec67c4407ceaebe63bdbcac70df5c41b7a0db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3a0fb25bf3202a33/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: m11 +-- 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_m11_3a0fb25bf3202a33 +-- problem_id: v2p_m11_9d27c1433cee1697 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Policy_Sales_Channel" AS value_label, COUNT(*) AS support + FROM "m11" + GROUP BY "Policy_Sales_Channel" +), 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/m11/artifacts/v2q_m11_3a0fb25bf3202a33/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3a0fb25bf3202a33/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8d47ba1e8a75da28b3baf0ec746a10ed888173e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3a0fb25bf3202a33/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: m11\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_m11_3a0fb25bf3202a33\n-- problem_id: v2p_m11_9d27c1433cee1697\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Policy_Sales_Channel\" AS value_label, COUNT(*) AS support\n FROM \"m11\"\n GROUP BY \"Policy_Sales_Channel\"\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: m11\\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_m11_3a0fb25bf3202a33\\n-- problem_id: v2p_m11_9d27c1433cee1697\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Policy_Sales_Channel\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m11\\\"\\n GROUP BY \\\"Policy_Sales_Channel\\\"\\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\": \"152.0\", \"support\": 134784, \"support_share\": 0.3536626004633845, \"cumulative_support\": 134784}, {\"value_label\": \"26.0\", \"support\": 79700, \"support_share\": 0.2091265228582899, \"cumulative_support\": 214484}, {\"value_label\": \"124.0\", \"support\": 73995, \"support_share\": 0.1941570521819217, \"cumulative_support\": 288479}, {\"value_label\": \"160.0\", \"support\": 21779, \"support_share\": 0.05714638069423708, \"cumulative_support\": 310258}, {\"value_label\": \"156.0\", \"support\": 10661, \"support_share\": 0.0279736243436917, \"cumulative_support\": 320919}, {\"value_label\": \"122.0\", \"support\": 9930, \"support_share\": 0.026055537916973882, \"cumulative_support\": 330849}, {\"value_label\": \"157.0\", \"support\": 6684, \"support_share\": 0.017538289570700246, \"cumulative_support\": 337533}, {\"value_label\": \"154.0\", \"support\": 5993, \"support_share\": 0.015725159993597634, \"cumulative_support\": 343526}, {\"value_label\": \"151.0\", \"support\": 3885, \"support_share\": 0.010193934018876489, \"cumulative_support\": 347411}, {\"value_label\": \"163.0\", \"support\": 2893, \"support_share\": 0.007591004148419481, \"cumulative_support\": 350304}, {\"value_label\": \"13.0\", \"support\": 1865, \"support_share\": 0.004893613113308791, \"cumulative_support\": 352169}, {\"value_label\": \"25.0\", \"support\": 1848, \"support_share\": 0.00484900645222233, \"cumulative_support\": 354017}, {\"value_label\": \"7.0\", \"support\": 1598, \"support_share\": 0.004193026142127318, \"cumulative_support\": 355615}, {\"value_label\": \"8.0\", \"support\": 1515, \"support_share\": 0.0039752406791757735, \"cumulative_support\": 357130}, {\"value_label\": \"30.0\", \"support\": 1410, \"support_share\": 0.003699728948935869, \"cumulative_support\": 358540}, {\"value_label\": \"55.0\", \"support\": 1264, \"support_share\": 0.0033166364478403815, \"cumulative_support\": 359804}, {\"value_label\": \"155.0\", \"support\": 1234, \"support_share\": 0.00323791881062898, \"cumulative_support\": 361038}, {\"value_label\": \"11.0\", \"support\": 1203, \"support_share\": 0.0031565772521771986, \"cumulative_support\": 362241}, {\"value_label\": \"1.0\", \"support\": 1074, \"support_share\": 0.0028180914121681724, \"cumulative_support\": 363315}, {\"value_label\": \"52.0\", \"support\": 1055, \"support_share\": 0.0027682369086009513, \"cumulative_support\": 364370}, {\"value_label\": \"125.0\", \"support\": 1026, \"support_share\": 0.00269214319262993, \"cumulative_support\": 365396}, {\"value_label\": \"15.0\", \"support\": 888, \"support_share\": 0.0023300420614574833, \"cumulative_support\": 366284}, {\"value_label\": \"29.0\", \"support\": 843, \"support_share\": 0.002211965605640381, \"cumulative_support\": 367127}, {\"value_label\": \"12.0\", \"support\": 783, \"support_share\": 0.0020545303312175783, \"cumulative_support\": 367910}, {\"value_label\": \"120.0\", \"support\": 769, \"support_share\": 0.0020177954338522577, \"cumulative_support\": 368679}, {\"value_label\": \"24.0\", \"support\": 750, \"support_share\": 0.0019679409302850366, \"cumulative_support\": 369429}, {\"value_label\": \"31.0\", \"support\": 631, \"support_share\": 0.0016556943026798108, \"cumulative_support\": 370060}, {\"value_label\": \"14.0\", \"support\": 622, \"support_share\": 0.0016320790115163903, \"cumulative_support\": 370682}, {\"value_label\": \"153.0\", \"support\": 607, \"support_share\": 0.0015927201929106895, \"cumulative_support\": 371289}, {\"value_label\": \"61.0\", \"support\": 579, \"support_share\": 0.0015192503981800482, \"cumulative_support\": 371868}, {\"value_label\": \"16.0\", \"support\": 523, \"support_share\": 0.0013723108087187654, \"cumulative_support\": 372391}, {\"value_label\": \"3.0\", \"support\": 523, \"support_share\": 0.0013723108087187654, \"cumulative_support\": 372914}, {\"value_label\": \"60.0\", \"support\": 517, \"support_share\": 0.001356567281276485, \"cumulative_support\": 373431}, {\"value_label\": \"4.0\", \"support\": 509, \"support_share\": 0.0013355759113534448, \"cumulative_support\": 373940}, {\"value_label\": \"158.0\", \"support\": 492, \"support_share\": 0.0012909692502669839, \"cumulative_support\": 374432}, {\"value_label\": \"23.0\", \"support\": 422, \"support_share\": 0.0011072947634403806, \"cumulative_support\": 374854}, {\"value_label\": \"22.0\", \"support\": 332, \"support_share\": 0.0008711418518061762, \"cumulative_support\": 375186}, {\"value_label\": \"150.0\", \"support\": 312, \"support_share\": 0.0008186634269985752, \"cumulative_support\": 375498}, {\"value_label\": \"10.0\", \"support\": 264, \"support_share\": 0.0006927152074603329, \"cumulative_support\": 375762}, {\"value_label\": \"19.0\", \"support\": 222, \"support_share\": 0.0005825105153643708, \"cumulative_support\": 375984}, {\"value_label\": \"136.0\", \"support\": 185, \"support_share\": 0.00048542542947030903, \"cumulative_support\": 376169}, {\"value_label\": \"147.0\", \"support\": 184, \"support_share\": 0.000482801508229929, \"cumulative_support\": 376353}, {\"value_label\": \"109.0\", \"support\": 175, \"support_share\": 0.00045918621706650853, \"cumulative_support\": 376528}, {\"value_label\": \"145.0\", \"support\": 174, \"support_share\": 0.0004565622958261285, \"cumulative_support\": 376702}, {\"value_label\": \"9.0\", \"support\": 169, \"support_share\": 0.0004434426896242282, \"cumulative_support\": 376871}, {\"value_label\": \"18.0\", \"support\": 167, \"support_share\": 0.00043819484714346815, \"cumulative_support\": 377038}, {\"value_label\": \"91.0\", \"support\": 158, \"support_share\": 0.0004145795559800477, \"cumulative_support\": 377196}, {\"value_label\": \"116.0\", \"support\": 154, \"support_share\": 0.0004040838710185275, \"cumulative_support\": 377350}, {\"value_label\": \"37.0\", \"support\": 152, \"support_share\": 0.00039883602853776743, \"cumulative_support\": 377502}, {\"value_label\": \"21.0\", \"support\": 148, \"support_share\": 0.0003883403435762472, \"cumulative_support\": 377650}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 176.16}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3a0fb25bf3202a33/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3a0fb25bf3202a33/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5af8ef04ab78c1522b597b00e43363fc0876f973 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3a0fb25bf3202a33/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:27.463000+00:00", + "ended_at": "2026-05-19T16:32:27.641951+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_3a0fb25bf3202a33", + "problem_id": "v2p_m11_9d27c1433cee1697", + "dataset_id": "m11", + "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=Policy_Sales_Channel.", + "bindings": { + "group_col": "Policy_Sales_Channel" + }, + "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/m11/sql/v2q_m11_3a0fb25bf3202a33.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/m11/artifacts/v2q_m11_3a0fb25bf3202a33/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3a0fb25bf3202a33/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3a0fb25bf3202a33/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/m11/artifacts/v2q_m11_3e4f6a0c94e28927/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3e4f6a0c94e28927/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5654e96be3fb915327caae514271466f47f602c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3e4f6a0c94e28927/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:11:26.102232+00:00", + "ended_at": "2026-05-19T16:11:33.147910+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_3e4f6a0c94e28927", + "problem_id": "v2p_m11_5acd017c3e246da9", + "dataset_id": "m11", + "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=Previously_Insured, measure_col=id.", + "bindings": { + "group_col": "Previously_Insured", + "measure_col": "id", + "item_col": "Age", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_3e4f6a0c94e28927/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3e4f6a0c94e28927/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06e3eaad30a6b861a1c5a7be357ad2bac5d96b71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3e4f6a0c94e28927/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:28.887397+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": 2773.29, "started_at": "2026-05-19T16:11:26.113367+00:00", "ended_at": "2026-05-19T16:11:28.886681+00:00", "prompt_metrics": {"chars": 8207, "bytes_utf8": 8207, "lines": 242, "estimated_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-a114-7ac1-bbec-1ec9f4788864\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:11:33.147814+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": 3258.19, "started_at": "2026-05-19T16:11:29.888768+00:00", "ended_at": "2026-05-19T16:11:33.147038+00:00", "prompt_metrics": {"chars": 8207, "bytes_utf8": 8207, "lines": 242, "estimated_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-affc-7312-8259-a23e5b6c17e4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ac3df48ef0b68cb0848e17c27bbb8319c6d142e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:31.153403+00:00", + "ended_at": "2026-05-19T16:14:34.388546+00:00", + "elapsed_ms": 3235.1, + "returncode": 1, + "prompt_metrics": { + "chars": 8614, + "bytes_utf8": 8614, + "lines": 243, + "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/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eac6608152fd3b07ab732de015440bc1ed945a8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:35.391680+00:00", + "ended_at": "2026-05-19T16:14:40.314617+00:00", + "elapsed_ms": 4922.89, + "returncode": 1, + "prompt_metrics": { + "chars": 8614, + "bytes_utf8": 8614, + "lines": 243, + "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/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df5f2949f705753f61fee5b35ed0e8d78b3850a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Vintage, condition_col=Previously_Insured.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Vintage", + "condition_col": "Previously_Insured", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..df5f2949f705753f61fee5b35ed0e8d78b3850a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,243 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Vintage, condition_col=Previously_Insured.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Vintage", + "condition_col": "Previously_Insured", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0820aa9aa2e5af63ab465de95214f109d9ffa31e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-73f5-7fe0-9fb6-86b68cf46085"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..72860c090af39fcac37cba637fb524622243bfaf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-73f5-7fe0-9fb6-86b68cf46085"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0068965fce9f5b77a35531551e63007cad5e578 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-8484-7540-bf24-cd8133483907"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6328fa9b5cba33178d5bdba2f8021b7442fcd405 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-8484-7540-bf24-cd8133483907"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/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/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/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/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c9dbf870a29133689734d28cb5717abf1c82663 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:14:31.140415+00:00", + "ended_at": "2026-05-19T16:14:40.315723+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_3fe0e7fd6cf67759", + "problem_id": "v2p_m11_4a4322e37cde06e0", + "dataset_id": "m11", + "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=Vintage, condition_col=Previously_Insured.", + "bindings": { + "group_col": "Vintage", + "condition_col": "Previously_Insured", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23f3b7514d2b025fbcd12725ea9e997e5b0cf55e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_3fe0e7fd6cf67759/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:34.390031+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": 3235.1, "started_at": "2026-05-19T16:14:31.153403+00:00", "ended_at": "2026-05-19T16:14:34.388546+00:00", "prompt_metrics": {"chars": 8614, "bytes_utf8": 8614, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-73f5-7fe0-9fb6-86b68cf46085\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:14:40.315600+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": 4922.89, "started_at": "2026-05-19T16:14:35.391680+00:00", "ended_at": "2026-05-19T16:14:40.314617+00:00", "prompt_metrics": {"chars": 8614, "bytes_utf8": 8614, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-8484-7540-bf24-cd8133483907\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_40b327153b7e797a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_40b327153b7e797a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09b5f6a1c6a394341d67c46229f1520ddcb5cf7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_40b327153b7e797a/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:17:54.266437+00:00", + "ended_at": "2026-05-19T16:18:03.718264+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_40b327153b7e797a", + "problem_id": "v2p_m11_08d22ea708bfaab3", + "dataset_id": "m11", + "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.", + "bindings": { + "measure_col": "Age", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_40b327153b7e797a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_40b327153b7e797a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0dd2e8a44de2f1d4a66df2c7d54cceb944d9f872 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_40b327153b7e797a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:59.095238+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": 4809.65, "started_at": "2026-05-19T16:17:54.284501+00:00", "ended_at": "2026-05-19T16:17:59.094201+00:00", "prompt_metrics": {"chars": 7950, "bytes_utf8": 7950, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-8dfb-76e1-a204-7d58b88099e9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:18:03.718122+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": 3619.92, "started_at": "2026-05-19T16:18:00.096822+00:00", "ended_at": "2026-05-19T16:18:03.716811+00:00", "prompt_metrics": {"chars": 7950, "bytes_utf8": 7950, "lines": 238, "estimated_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-a47d-7852-a513-7ad187cbcda9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_40ec6189d8e99431/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_40ec6189d8e99431/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5185a91d96798bb3b7c891bc4aad99209949d4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_40ec6189d8e99431/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1", "support": 380297, "support_share": 0.9978693759528114, "support_rank": 1}, {"value_label": "0", "support": 812, "support_share": 0.0021306240471885996, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_40ec6189d8e99431/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_40ec6189d8e99431/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b94f36a352b291f432fea6c475c2e5905d1096a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_40ec6189d8e99431/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: m11 +-- 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_m11_40ec6189d8e99431 +-- problem_id: v2p_m11_e52ff87080844481 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Driving_License" AS value_label, COUNT(*) AS support + FROM "m11" + GROUP BY "Driving_License" +) +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/m11/artifacts/v2q_m11_40ec6189d8e99431/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_40ec6189d8e99431/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97ce8ab044a9ae805a2f31dd7f16402e430df3bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_40ec6189d8e99431/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: m11\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_m11_40ec6189d8e99431\n-- problem_id: v2p_m11_e52ff87080844481\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Driving_License\" AS value_label, COUNT(*) AS support\n FROM \"m11\"\n GROUP BY \"Driving_License\"\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: m11\\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_m11_40ec6189d8e99431\\n-- problem_id: v2p_m11_e52ff87080844481\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Driving_License\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m11\\\"\\n GROUP BY \\\"Driving_License\\\"\\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\": \"1\", \"support\": 380297, \"support_share\": 0.9978693759528114, \"support_rank\": 1}, {\"value_label\": \"0\", \"support\": 812, \"support_share\": 0.0021306240471885996, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 115.56}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_40ec6189d8e99431/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_40ec6189d8e99431/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..36f13be24b23ccdbef7aa2fd0eb54756caaa04bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_40ec6189d8e99431/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:28.355144+00:00", + "ended_at": "2026-05-19T16:32:28.472518+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_40ec6189d8e99431", + "problem_id": "v2p_m11_e52ff87080844481", + "dataset_id": "m11", + "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=Driving_License.", + "bindings": { + "group_col": "Driving_License" + }, + "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/m11/sql/v2q_m11_40ec6189d8e99431.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/m11/artifacts/v2q_m11_40ec6189d8e99431/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_40ec6189d8e99431/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_40ec6189d8e99431/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/m11/artifacts/v2q_m11_41238af5c1780516/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_41238af5c1780516/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..417c97f7159cff056301f15f2ffc2be96138c212 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_41238af5c1780516/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:09:04.556051+00:00", + "ended_at": "2026-05-19T16:09:11.866252+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_41238af5c1780516", + "problem_id": "v2p_m11_d79b6b565b8af0c0", + "dataset_id": "m11", + "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=Previously_Insured, measure_col=Policy_Sales_Channel.", + "bindings": { + "group_col": "Previously_Insured", + "measure_col": "Policy_Sales_Channel", + "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": 140.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_41238af5c1780516/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_41238af5c1780516/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8da0f84930eadebc9f11a211cdc562cedf9254ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_41238af5c1780516/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:07.525710+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": 2957.48, "started_at": "2026-05-19T16:09:04.567145+00:00", "ended_at": "2026-05-19T16:09:07.524658+00:00", "prompt_metrics": {"chars": 7837, "bytes_utf8": 7837, "lines": 240, "estimated_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-7851-7862-8574-be02cb690f16\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:09:11.866164+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": 3338.67, "started_at": "2026-05-19T16:09:08.526759+00:00", "ended_at": "2026-05-19T16:09:11.865457+00:00", "prompt_metrics": {"chars": 7837, "bytes_utf8": 7837, "lines": 240, "estimated_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-87b7-7651-9969-8a6ade023c3c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_41455663d1d930e7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_41455663d1d930e7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..04d1fb542718c10ed414f7cafb543eca9c399e9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_41455663d1d930e7/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 334399, "support_share": 0.877436638861848, "cumulative_support": 334399}, {"value_label": "1", "support": 46710, "support_share": 0.12256336113815208, "cumulative_support": 381109}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_41455663d1d930e7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_41455663d1d930e7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c606d7dc18dd4dd491fc350ddca652166132daa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_41455663d1d930e7/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: m11 +-- 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_m11_41455663d1d930e7 +-- problem_id: v2p_m11_d7a36a61b8c6dd45 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Response" AS value_label, COUNT(*) AS support + FROM "m11" + GROUP BY "Response" +), 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/m11/artifacts/v2q_m11_41455663d1d930e7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_41455663d1d930e7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42b078c6e633ef88899cdc79cf54f8dc3ca40478 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_41455663d1d930e7/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: m11\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_m11_41455663d1d930e7\n-- problem_id: v2p_m11_d7a36a61b8c6dd45\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Response\" AS value_label, COUNT(*) AS support\n FROM \"m11\"\n GROUP BY \"Response\"\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: m11\\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_m11_41455663d1d930e7\\n-- problem_id: v2p_m11_d7a36a61b8c6dd45\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Response\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m11\\\"\\n GROUP BY \\\"Response\\\"\\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\", \"support\": 334399, \"support_share\": 0.877436638861848, \"cumulative_support\": 334399}, {\"value_label\": \"1\", \"support\": 46710, \"support_share\": 0.12256336113815208, \"cumulative_support\": 381109}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 144.34}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_41455663d1d930e7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_41455663d1d930e7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9e360358484d1c4a1bcc291e614f14cf413fdc21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_41455663d1d930e7/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:27.861897+00:00", + "ended_at": "2026-05-19T16:32:28.010407+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_41455663d1d930e7", + "problem_id": "v2p_m11_d7a36a61b8c6dd45", + "dataset_id": "m11", + "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=Response.", + "bindings": { + "group_col": "Response" + }, + "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/m11/sql/v2q_m11_41455663d1d930e7.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/m11/artifacts/v2q_m11_41455663d1d930e7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_41455663d1d930e7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_41455663d1d930e7/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/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f411b75a59a5db68d7f16701e0c12a30c69aa028 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_423f4a31eca4929d/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": "2026-05-19T16:29:35.263075+00:00", + "ended_at": "2026-05-19T16:29:38.990374+00:00", + "elapsed_ms": 3727.26, + "returncode": 1, + "prompt_metrics": { + "chars": 7797, + "bytes_utf8": 7797, + "lines": 238, + "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/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a9f8cf974fa6b189dcb1415c61ef2a07112cb257 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_423f4a31eca4929d/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": "2026-05-19T16:29:39.992625+00:00", + "ended_at": "2026-05-19T16:29:42.980397+00:00", + "elapsed_ms": 2987.73, + "returncode": 1, + "prompt_metrics": { + "chars": 7797, + "bytes_utf8": 7797, + "lines": 238, + "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/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e60930f287da0078b845688024474dc5b7cfebb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Vehicle_Damage.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Vehicle_Damage", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e60930f287da0078b845688024474dc5b7cfebb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Vehicle_Damage.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Vehicle_Damage", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..815bb7651f82c67b2859aac9b057ec618aa411c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-4016-76a2-88d4-a956885c8f38"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..daedf12ed5c08f9bcc947f6bade1a91bd98cf1d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-4016-76a2-88d4-a956885c8f38"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aef7e58e4fdf9fd0230ae229a05fd1c140ae3b75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-5294-7962-8448-fab02d108618"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..190498f20c541e8b939a22e11cfbe0e5b9cfb1c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-5294-7962-8448-fab02d108618"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_423f4a31eca4929d/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/m11/artifacts/v2q_m11_423f4a31eca4929d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_423f4a31eca4929d/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/m11/artifacts/v2q_m11_42793e10793a86ed/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_42793e10793a86ed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..889ac759593c81bf673ceebf6ef1dfc942018d6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_42793e10793a86ed/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:20:29.188954+00:00", + "ended_at": "2026-05-19T16:20:42.596035+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_42793e10793a86ed", + "problem_id": "v2p_m11_b59c49688546796f", + "dataset_id": "m11", + "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=Age, measure_col=Annual_Premium.", + "bindings": { + "group_col": "Age", + "measure_col": "Annual_Premium", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_42793e10793a86ed/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_42793e10793a86ed/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f41ae513041b0a24fc0f11c699d28de749e79938 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_42793e10793a86ed/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:33.722953+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": 4522.8, "started_at": "2026-05-19T16:20:29.199373+00:00", "ended_at": "2026-05-19T16:20:33.722210+00:00", "prompt_metrics": {"chars": 8350, "bytes_utf8": 8350, "lines": 240, "estimated_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-ea94-7e53-9e33-84167450f37a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:20:42.595916+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": 7870.58, "started_at": "2026-05-19T16:20:34.724481+00:00", "ended_at": "2026-05-19T16:20:42.595114+00:00", "prompt_metrics": {"chars": 8350, "bytes_utf8": 8350, "lines": 240, "estimated_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-002d-77d1-b172-0c89efe45e0d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_4324d6d63aa4e8ce/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_4324d6d63aa4e8ce/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a23c0a758a889b500337c87a565f0332941fc283 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_4324d6d63aa4e8ce/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:11:46.973651+00:00", + "ended_at": "2026-05-19T16:11:53.867640+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_4324d6d63aa4e8ce", + "problem_id": "v2p_m11_bd1e8c498eea9612", + "dataset_id": "m11", + "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=Vehicle_Age, measure_col=Age.", + "bindings": { + "group_col": "Vehicle_Age", + "measure_col": "Age", + "item_col": "Region_Code", + "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": 46.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_4324d6d63aa4e8ce/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_4324d6d63aa4e8ce/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..13b2844c0b68a8d77304ab2cbc70f81fc3b2856e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_4324d6d63aa4e8ce/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:50.008095+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": 3022.08, "started_at": "2026-05-19T16:11:46.984714+00:00", "ended_at": "2026-05-19T16:11:50.006826+00:00", "prompt_metrics": {"chars": 8202, "bytes_utf8": 8202, "lines": 242, "estimated_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-f298-7901-b2da-8500a3408e54\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:11:53.867554+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": 2857.29, "started_at": "2026-05-19T16:11:51.009516+00:00", "ended_at": "2026-05-19T16:11:53.866839+00:00", "prompt_metrics": {"chars": 8202, "bytes_utf8": 8202, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-0281-7141-b9e0-75d998873d40\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_441cea414315cf70/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_441cea414315cf70/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..26dea026e044a3155d46565e007b3bffd557280a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_441cea414315cf70/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:22:06.724034+00:00", + "ended_at": "2026-05-19T16:22:14.335838+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_441cea414315cf70", + "problem_id": "v2p_m11_1c604960bf6de413", + "dataset_id": "m11", + "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=Policy_Sales_Channel, measure_col=Annual_Premium.", + "bindings": { + "group_col": "Policy_Sales_Channel", + "measure_col": "Annual_Premium", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_441cea414315cf70/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_441cea414315cf70/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..91f54fc7e4f1bbb15df6221b37cc011dcb060e58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_441cea414315cf70/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:10.025435+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": 3289.41, "started_at": "2026-05-19T16:22:06.734899+00:00", "ended_at": "2026-05-19T16:22:10.024342+00:00", "prompt_metrics": {"chars": 8006, "bytes_utf8": 8006, "lines": 240, "estimated_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-678f-7253-a6dd-4356fda8b121\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:22:14.335718+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": 3307.93, "started_at": "2026-05-19T16:22:11.026602+00:00", "ended_at": "2026-05-19T16:22:14.334598+00:00", "prompt_metrics": {"chars": 8006, "bytes_utf8": 8006, "lines": 240, "estimated_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-78d3-7a73-bb33-74cf036cd572\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..970f6cdf7132376b745ec430266c29c097c0d03a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_44c253be72a504b5/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": "2026-05-19T16:10:24.065208+00:00", + "ended_at": "2026-05-19T16:10:27.523443+00:00", + "elapsed_ms": 3458.21, + "returncode": 1, + "prompt_metrics": { + "chars": 7718, + "bytes_utf8": 7718, + "lines": 238, + "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/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ad16a812bf358cae03c308d6ad5bbf174041259a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_44c253be72a504b5/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": "2026-05-19T16:10:28.524879+00:00", + "ended_at": "2026-05-19T16:10:32.719772+00:00", + "elapsed_ms": 4194.86, + "returncode": 1, + "prompt_metrics": { + "chars": 7718, + "bytes_utf8": 7718, + "lines": 238, + "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/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d43e93fd6fb2f8d0ff2cba5c7644ed8e63f54f5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Driving_License.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Driving_License", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d43e93fd6fb2f8d0ff2cba5c7644ed8e63f54f5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Driving_License.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Driving_License", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..453fbdefd64cf16f90b7de48081d6634352d66e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-aed1-7800-899c-62633e2304c0"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7048815b1fcbe7aa14b1838776837cc17a204742 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-aed1-7800-899c-62633e2304c0"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6ee3ca30a10251a518d198e687b4f74d5fc01a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-c030-7a90-94d1-cfe93b34540e"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c2fd636b17608cbe7a8116a59d23918f7b3d05d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-c030-7a90-94d1-cfe93b34540e"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_44c253be72a504b5/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/m11/artifacts/v2q_m11_44c253be72a504b5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_44c253be72a504b5/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/m11/artifacts/v2q_m11_46db1b39c548c8e5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_46db1b39c548c8e5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..986f3e68bb123b56227e86e6a7532938dd32cb2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_46db1b39c548c8e5/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:23:52.481413+00:00", + "ended_at": "2026-05-19T16:24:01.916529+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_46db1b39c548c8e5", + "problem_id": "v2p_m11_38ed1e30b7ee05dd", + "dataset_id": "m11", + "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=Driving_License, measure_col=Region_Code.", + "bindings": { + "group_col": "Driving_License", + "measure_col": "Region_Code", + "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": 20.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_46db1b39c548c8e5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_46db1b39c548c8e5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce22a5ebe466d87d25b4d7ea6efe7e54eec90e09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_46db1b39c548c8e5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:57.341412+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": 4841.67, "started_at": "2026-05-19T16:23:52.498610+00:00", "ended_at": "2026-05-19T16:23:57.340332+00:00", "prompt_metrics": {"chars": 7990, "bytes_utf8": 7990, "lines": 240, "estimated_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-051c-79e0-bdb8-fd2628e7711a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:24:01.916412+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": 3572.14, "started_at": "2026-05-19T16:23:58.342980+00:00", "ended_at": "2026-05-19T16:24:01.915203+00:00", "prompt_metrics": {"chars": 7990, "bytes_utf8": 7990, "lines": 240, "estimated_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-1c13-7ff3-81b1-f290d8755a6f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_48967cbfea50285c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_48967cbfea50285c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..255d145b5cd4640955a65ab5bb06f1b3930431a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_48967cbfea50285c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Age": "24", "support": 25960, "avg_response": 31184.213366718028}, {"Age": "23", "support": 24256, "avg_response": 30702.614899406333}, {"Age": "22", "support": 20964, "avg_response": 30817.301182980347}, {"Age": "25", "support": 20636, "avg_response": 30747.216757123475}, {"Age": "21", "support": 16457, "avg_response": 30591.404447955276}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_48967cbfea50285c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_48967cbfea50285c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5001cd09b04273190fd0244a6ee4b8940ea4ec9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_48967cbfea50285c/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: m11 +-- 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_m11_48967cbfea50285c +-- problem_id: v2p_m11_2fe682c57419375c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Age", + COUNT(*) AS support, + AVG("Annual_Premium") AS avg_response +FROM "m11" +GROUP BY "Age" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_48967cbfea50285c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_48967cbfea50285c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4fddb4136b1817b4592b9a48497a3de1c38f536c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_48967cbfea50285c/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: m11\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_m11_48967cbfea50285c\n-- problem_id: v2p_m11_2fe682c57419375c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Age\",\n COUNT(*) AS support,\n AVG(\"Annual_Premium\") AS avg_response\nFROM \"m11\"\nGROUP BY \"Age\"\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: m11\\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_m11_48967cbfea50285c\\n-- problem_id: v2p_m11_2fe682c57419375c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Age\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Annual_Premium\\\") AS avg_response\\nFROM \\\"m11\\\"\\nGROUP BY \\\"Age\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Age\", \"support\", \"avg_response\"], \"rows\": [{\"Age\": \"24\", \"support\": 25960, \"avg_response\": 31184.213366718028}, {\"Age\": \"23\", \"support\": 24256, \"avg_response\": 30702.614899406333}, {\"Age\": \"22\", \"support\": 20964, \"avg_response\": 30817.301182980347}, {\"Age\": \"25\", \"support\": 20636, \"avg_response\": 30747.216757123475}, {\"Age\": \"21\", \"support\": 16457, \"avg_response\": 30591.404447955276}, {\"Age\": \"26\", \"support\": 13535, \"avg_response\": 29700.08429996306}, {\"Age\": \"27\", \"support\": 10760, \"avg_response\": 29109.687825278812}, {\"Age\": \"28\", \"support\": 8974, \"avg_response\": 28409.907733452193}, {\"Age\": \"43\", \"support\": 8437, \"avg_response\": 30839.263245229347}, {\"Age\": \"44\", \"support\": 8357, \"avg_response\": 31227.811894220413}, {\"Age\": \"45\", \"support\": 8183, \"avg_response\": 31558.13295857265}, {\"Age\": \"42\", \"support\": 8007, \"avg_response\": 29772.295991007868}, {\"Age\": \"46\", \"support\": 7879, \"avg_response\": 31215.284300038074}, {\"Age\": \"41\", \"support\": 7736, \"avg_response\": 30148.700232678388}, {\"Age\": \"29\", \"support\": 7429, \"avg_response\": 27865.17929734823}, {\"Age\": \"47\", \"support\": 7351, \"avg_response\": 31410.618827370425}, {\"Age\": \"40\", \"support\": 7168, \"avg_response\": 29188.009765625}, {\"Age\": \"48\", \"support\": 7113, \"avg_response\": 31547.193589202867}, {\"Age\": \"49\", \"support\": 6615, \"avg_response\": 31332.209977324263}, {\"Age\": \"39\", \"support\": 6460, \"avg_response\": 29006.010061919504}, {\"Age\": \"50\", \"support\": 6263, \"avg_response\": 31858.375219543348}, {\"Age\": \"30\", \"support\": 6258, \"avg_response\": 27855.103707254715}, {\"Age\": \"20\", \"support\": 6232, \"avg_response\": 26925.468549422338}, {\"Age\": \"51\", \"support\": 5915, \"avg_response\": 31006.81487743026}, {\"Age\": \"38\", \"support\": 5710, \"avg_response\": 28261.842031523644}, {\"Age\": \"52\", \"support\": 5590, \"avg_response\": 31250.68121645796}, {\"Age\": \"31\", \"support\": 5512, \"avg_response\": 27503.415820029026}, {\"Age\": \"37\", \"support\": 5408, \"avg_response\": 28095.888128698225}, {\"Age\": \"53\", \"support\": 5331, \"avg_response\": 31976.526918026637}, {\"Age\": \"36\", \"support\": 5066, \"avg_response\": 27765.365377023292}, {\"Age\": \"33\", \"support\": 5010, \"avg_response\": 26874.393612774453}, {\"Age\": \"32\", \"support\": 4998, \"avg_response\": 26861.60024009604}, {\"Age\": \"54\", \"support\": 4997, \"avg_response\": 31897.949569741846}, {\"Age\": \"35\", \"support\": 4936, \"avg_response\": 27015.56503241491}, {\"Age\": \"34\", \"support\": 4895, \"avg_response\": 26863.31235955056}, {\"Age\": \"55\", \"support\": 4495, \"avg_response\": 31501.45294771969}, {\"Age\": \"56\", \"support\": 4063, \"avg_response\": 32551.307900566084}, {\"Age\": \"57\", \"support\": 3944, \"avg_response\": 32091.13514198783}, {\"Age\": \"58\", \"support\": 3822, \"avg_response\": 32670.781004709577}, {\"Age\": \"59\", \"support\": 3614, \"avg_response\": 32294.029607083565}, {\"Age\": \"60\", \"support\": 3534, \"avg_response\": 31955.16157328806}, {\"Age\": \"61\", \"support\": 3341, \"avg_response\": 32301.01885662975}, {\"Age\": \"62\", \"support\": 3104, \"avg_response\": 32800.759020618556}, {\"Age\": \"63\", \"support\": 3084, \"avg_response\": 32796.12840466926}, {\"Age\": \"64\", \"support\": 2850, \"avg_response\": 33081.86561403509}, {\"Age\": \"65\", \"support\": 2791, \"avg_response\": 32748.800071658905}, {\"Age\": \"66\", \"support\": 2725, \"avg_response\": 33610.774678899084}, {\"Age\": \"67\", \"support\": 2624, \"avg_response\": 34016.76371951219}, {\"Age\": \"69\", \"support\": 2530, \"avg_response\": 34168.19090909091}, {\"Age\": \"68\", \"support\": 2440, \"avg_response\": 33179.47295081967}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 235.87}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_48967cbfea50285c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_48967cbfea50285c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ca55d87277efc81934e2f5a312b92bfb39aee3e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_48967cbfea50285c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:30.298981+00:00", + "ended_at": "2026-05-19T16:32:30.537866+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_48967cbfea50285c", + "problem_id": "v2p_m11_2fe682c57419375c", + "dataset_id": "m11", + "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=Annual_Premium, key_col=Age.", + "bindings": { + "key_col": "Age", + "measure_col": "Annual_Premium", + "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/m11/sql/v2q_m11_48967cbfea50285c.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/m11/artifacts/v2q_m11_48967cbfea50285c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_48967cbfea50285c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_48967cbfea50285c/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/m11/artifacts/v2q_m11_4a78ec5dc8838db1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_4a78ec5dc8838db1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf7add14fc30ab1b1c3d6e056218ec586063cd5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_4a78ec5dc8838db1/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "256", "support": 1418, "support_share": 0.003720720318858909, "cumulative_support": 1418}, {"value_label": "73", "support": 1410, "support_share": 0.003699728948935869, "cumulative_support": 2828}, {"value_label": "282", "support": 1397, "support_share": 0.003665617972810928, "cumulative_support": 4225}, {"value_label": "158", "support": 1394, "support_share": 0.003657746209089788, "cumulative_support": 5619}, {"value_label": "187", "support": 1392, "support_share": 0.003652498366609028, "cumulative_support": 7011}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_4a7945157f632fd1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_4a7945157f632fd1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..490d403f5dfc8858524bb0fe27b16c88ef7a5471 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_4a7945157f632fd1/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:22:39.777635+00:00", + "ended_at": "2026-05-19T16:22:51.127095+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_4a7945157f632fd1", + "problem_id": "v2p_m11_56b7b5e5baec457e", + "dataset_id": "m11", + "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=Vintage, measure_col=Policy_Sales_Channel.", + "bindings": { + "group_col": "Vintage", + "measure_col": "Policy_Sales_Channel", + "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": 140.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=2/2", + "binding_index=88" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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/m11/artifacts/v2q_m11_4a7945157f632fd1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_4a7945157f632fd1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9586f628a79bda3b84c6d31dedffd1aaecc58741 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_4a7945157f632fd1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:42.873814+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": 3078.18, "started_at": "2026-05-19T16:22:39.794637+00:00", "ended_at": "2026-05-19T16:22:42.872862+00:00", "prompt_metrics": {"chars": 7993, "bytes_utf8": 7993, "lines": 240, "estimated_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-e92e-76a3-9c31-91e24638f135\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:22:51.126939+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": 7250.81, "started_at": "2026-05-19T16:22:43.874986+00:00", "ended_at": "2026-05-19T16:22:51.125915+00:00", "prompt_metrics": {"chars": 7993, "bytes_utf8": 7993, "lines": 240, "estimated_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-f91f-72b2-a415-6d05b5413481\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_4f2c43679a0ef482/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_4f2c43679a0ef482/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..070ae914040c4f3e56f9d6dfbcd44882e7651733 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_4f2c43679a0ef482/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:24:25.269070+00:00", + "ended_at": "2026-05-19T16:24:33.490335+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_4f2c43679a0ef482", + "problem_id": "v2p_m11_cd44ea4ef348ee62", + "dataset_id": "m11", + "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=Vehicle_Damage, condition_col=Gender.", + "bindings": { + "group_col": "Vehicle_Damage", + "condition_col": "Gender", + "condition_value": "Female", + "positive_value": "Male", + "negative_value": "Female", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_4f2c43679a0ef482/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_4f2c43679a0ef482/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03890b03f0e38cbb40ae5485f35361f01d5e77bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_4f2c43679a0ef482/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:28.764760+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": 3473.58, "started_at": "2026-05-19T16:24:25.289916+00:00", "ended_at": "2026-05-19T16:24:28.763549+00:00", "prompt_metrics": {"chars": 8062, "bytes_utf8": 8062, "lines": 243, "estimated_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-8586-7cb1-b2fa-64ef3cedeeb9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:24:33.490215+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": 3722.98, "started_at": "2026-05-19T16:24:29.766079+00:00", "ended_at": "2026-05-19T16:24:33.489117+00:00", "prompt_metrics": {"chars": 8062, "bytes_utf8": 8062, "lines": 243, "estimated_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-96be-79a0-af8a-3d4557439b71\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_50868a8705fed4f1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_50868a8705fed4f1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ff4fe2291bc2dbcbf252c9269df1d1aa1a60679 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_50868a8705fed4f1/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 334399, "support_share": 0.877436638861848, "support_rank": 1}, {"value_label": "1", "support": 46710, "support_share": 0.12256336113815208, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_50868a8705fed4f1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_50868a8705fed4f1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aed30770a6b6d3163c93646e9bbd3a763e2c2455 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_50868a8705fed4f1/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: m11 +-- 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_m11_50868a8705fed4f1 +-- problem_id: v2p_m11_dbf68defed0ac945 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Response" AS value_label, COUNT(*) AS support + FROM "m11" + GROUP BY "Response" +) +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/m11/artifacts/v2q_m11_50868a8705fed4f1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_50868a8705fed4f1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9dfb4894a1934355439293bfb079d19ac604f9b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_50868a8705fed4f1/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: m11\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_m11_50868a8705fed4f1\n-- problem_id: v2p_m11_dbf68defed0ac945\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Response\" AS value_label, COUNT(*) AS support\n FROM \"m11\"\n GROUP BY \"Response\"\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: m11\\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_m11_50868a8705fed4f1\\n-- problem_id: v2p_m11_dbf68defed0ac945\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Response\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m11\\\"\\n GROUP BY \\\"Response\\\"\\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\", \"support\": 334399, \"support_share\": 0.877436638861848, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 46710, \"support_share\": 0.12256336113815208, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 140.98}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_50868a8705fed4f1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_50868a8705fed4f1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d763197128d8683dc01f959857a05b95ad9eae58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_50868a8705fed4f1/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:29.494306+00:00", + "ended_at": "2026-05-19T16:32:29.636958+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_50868a8705fed4f1", + "problem_id": "v2p_m11_dbf68defed0ac945", + "dataset_id": "m11", + "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=Response.", + "bindings": { + "group_col": "Response" + }, + "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/m11/sql/v2q_m11_50868a8705fed4f1.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/m11/artifacts/v2q_m11_50868a8705fed4f1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_50868a8705fed4f1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_50868a8705fed4f1/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/m11/artifacts/v2q_m11_5342a0729c2b3686/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_5342a0729c2b3686/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5df6bc142517f6c0e17992de2810ab19ec0f903a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_5342a0729c2b3686/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:10:16.736168+00:00", + "ended_at": "2026-05-19T16:10:24.053769+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_5342a0729c2b3686", + "problem_id": "v2p_m11_e28fe454bbbd65d4", + "dataset_id": "m11", + "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=Vintage, measure_col=Region_Code.", + "bindings": { + "group_col": "Vintage", + "measure_col": "Region_Code", + "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": 20.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_5342a0729c2b3686/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_5342a0729c2b3686/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e764bada8347c2eb1894434f61a53a78e98494d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_5342a0729c2b3686/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:19.912431+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": 3163.95, "started_at": "2026-05-19T16:10:16.747647+00:00", "ended_at": "2026-05-19T16:10:19.911623+00:00", "prompt_metrics": {"chars": 7796, "bytes_utf8": 7796, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-924e-7571-8c01-e5bb962fd8d1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:10:24.053685+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": 3139.12, "started_at": "2026-05-19T16:10:20.913879+00:00", "ended_at": "2026-05-19T16:10:24.053041+00:00", "prompt_metrics": {"chars": 7796, "bytes_utf8": 7796, "lines": 240, "estimated_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-a294-7830-b9ba-08f2a27935ff\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_573d6457b497760f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_573d6457b497760f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2777d20413a9ec70cbb83ba37b94e7daddc8f6c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_573d6457b497760f/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:22:51.127578+00:00", + "ended_at": "2026-05-19T16:22:59.236104+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_573d6457b497760f", + "problem_id": "v2p_m11_4115af3a1221d72c", + "dataset_id": "m11", + "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=Response, measure_col=Vintage.", + "bindings": { + "group_col": "Response", + "measure_col": "Vintage", + "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": 71.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_573d6457b497760f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_573d6457b497760f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2061030565e09dfe220c443aafeccd49ccb6dbea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_573d6457b497760f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:54.626156+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": 3477.35, "started_at": "2026-05-19T16:22:51.147691+00:00", "ended_at": "2026-05-19T16:22:54.625086+00:00", "prompt_metrics": {"chars": 7965, "bytes_utf8": 7965, "lines": 240, "estimated_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-15a2-7322-a40f-115bef85e127\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:22:59.235963+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": 3607.17, "started_at": "2026-05-19T16:22:55.627649+00:00", "ended_at": "2026-05-19T16:22:59.234893+00:00", "prompt_metrics": {"chars": 7965, "bytes_utf8": 7965, "lines": 240, "estimated_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-2729-7bb3-b661-663413a311b2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_57d9bd355abe0fa9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_57d9bd355abe0fa9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..143943ebafbb3fbc330d9cf0b49e3c118dbb401d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_57d9bd355abe0fa9/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:09:52.827229+00:00", + "ended_at": "2026-05-19T16:10:00.609296+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_57d9bd355abe0fa9", + "problem_id": "v2p_m11_ebb6be5a255fdd35", + "dataset_id": "m11", + "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=Policy_Sales_Channel, measure_col=Age.", + "bindings": { + "group_col": "Policy_Sales_Channel", + "measure_col": "Age", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=8", + "sql_variant_index=1/2", + "binding_index=7" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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/m11/artifacts/v2q_m11_57d9bd355abe0fa9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_57d9bd355abe0fa9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32303fb07607428c14f1abb238cfcf84c6fd18bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_57d9bd355abe0fa9/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:56.043621+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": 3203.29, "started_at": "2026-05-19T16:09:52.839498+00:00", "ended_at": "2026-05-19T16:09:56.042815+00:00", "prompt_metrics": {"chars": 7803, "bytes_utf8": 7803, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-34c4-7a80-9c40-3729bf4ac410\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:10:00.609210+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": 3563.88, "started_at": "2026-05-19T16:09:57.044572+00:00", "ended_at": "2026-05-19T16:10:00.608485+00:00", "prompt_metrics": {"chars": 7803, "bytes_utf8": 7803, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-4545-75f3-9220-696b8491f6f4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_592d82087952736c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_592d82087952736c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4eb8fdca7609b23a47166148f21e65784677aaf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_592d82087952736c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Yes", "support": 192413, "support_share": 0.5048765576252463, "cumulative_support": 192413}, {"value_label": "No", "support": 188696, "support_share": 0.4951234423747537, "cumulative_support": 381109}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_592d82087952736c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_592d82087952736c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb255af32406a418721083cc07cde45a434e38cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_592d82087952736c/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: m11 +-- 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_m11_592d82087952736c +-- problem_id: v2p_m11_6d2d5a957d6aec42 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Vehicle_Damage" AS value_label, COUNT(*) AS support + FROM "m11" + GROUP BY "Vehicle_Damage" +), 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/m11/artifacts/v2q_m11_592d82087952736c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_592d82087952736c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a5ddd1fc7d84b2c4bc46483ad47106a0ccaa574 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_592d82087952736c/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: m11\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_m11_592d82087952736c\n-- problem_id: v2p_m11_6d2d5a957d6aec42\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Vehicle_Damage\" AS value_label, COUNT(*) AS support\n FROM \"m11\"\n GROUP BY \"Vehicle_Damage\"\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: m11\\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_m11_592d82087952736c\\n-- problem_id: v2p_m11_6d2d5a957d6aec42\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Vehicle_Damage\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m11\\\"\\n GROUP BY \\\"Vehicle_Damage\\\"\\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\": 192413, \"support_share\": 0.5048765576252463, \"cumulative_support\": 192413}, {\"value_label\": \"No\", \"support\": 188696, \"support_share\": 0.4951234423747537, \"cumulative_support\": 381109}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 141.11}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_592d82087952736c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_592d82087952736c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1ee4372cc31061fbb69a6979dfbdb14148c2f95c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_592d82087952736c/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:27.319407+00:00", + "ended_at": "2026-05-19T16:32:27.462387+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_592d82087952736c", + "problem_id": "v2p_m11_6d2d5a957d6aec42", + "dataset_id": "m11", + "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=Vehicle_Damage.", + "bindings": { + "group_col": "Vehicle_Damage" + }, + "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/m11/sql/v2q_m11_592d82087952736c.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/m11/artifacts/v2q_m11_592d82087952736c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_592d82087952736c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_592d82087952736c/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/m11/artifacts/v2q_m11_5b1c0b1e341cab66/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_5b1c0b1e341cab66/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..779083ef132aae0371aafd05ecca2d454fbf91cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_5b1c0b1e341cab66/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:14:00.715943+00:00", + "ended_at": "2026-05-19T16:14:08.278115+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_5b1c0b1e341cab66", + "problem_id": "v2p_m11_ae3e8dc18997c1a2", + "dataset_id": "m11", + "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=Previously_Insured, measure_col=Policy_Sales_Channel.", + "bindings": { + "group_col": "Previously_Insured", + "measure_col": "Policy_Sales_Channel", + "item_col": "Vintage", + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_5b1c0b1e341cab66/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_5b1c0b1e341cab66/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..595ba4b4c016280ea71e123829e45b098fd8233b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_5b1c0b1e341cab66/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:04.454801+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": 3727.29, "started_at": "2026-05-19T16:14:00.726802+00:00", "ended_at": "2026-05-19T16:14:04.454120+00:00", "prompt_metrics": {"chars": 8244, "bytes_utf8": 8244, "lines": 242, "estimated_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-fd24-7010-be7a-8111e4532e76\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:14:08.278028+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": 2821.56, "started_at": "2026-05-19T16:14:05.455663+00:00", "ended_at": "2026-05-19T16:14:08.277249+00:00", "prompt_metrics": {"chars": 8244, "bytes_utf8": 8244, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-0f9f-7740-a5e0-b5487e8ae854\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_5b37a9d541c09f30/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_5b37a9d541c09f30/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3e62ba3872698b863df45398eb8e827878710102 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_5b37a9d541c09f30/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:10:00.609633+00:00", + "ended_at": "2026-05-19T16:10:09.810826+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_5b37a9d541c09f30", + "problem_id": "v2p_m11_eceab845eab2e171", + "dataset_id": "m11", + "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=Policy_Sales_Channel, measure_col=Age.", + "bindings": { + "group_col": "Policy_Sales_Channel", + "measure_col": "Age", + "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": 46.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=8", + "sql_variant_index=2/2", + "binding_index=7" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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/m11/artifacts/v2q_m11_5b37a9d541c09f30/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_5b37a9d541c09f30/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da04e9ef843e4aa945563762a2d7725657bd4e9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_5b37a9d541c09f30/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:05.774510+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": 5152.01, "started_at": "2026-05-19T16:10:00.621806+00:00", "ended_at": "2026-05-19T16:10:05.773840+00:00", "prompt_metrics": {"chars": 7807, "bytes_utf8": 7807, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-533a-70f2-996b-d7c618876968\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:10:09.810741+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": 3034.72, "started_at": "2026-05-19T16:10:06.775317+00:00", "ended_at": "2026-05-19T16:10:09.810065+00:00", "prompt_metrics": {"chars": 7807, "bytes_utf8": 7807, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-6b2f-7381-8546-2117a1a52849\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_5dcb11b0632ee658/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_5dcb11b0632ee658/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff1c759e64026d6d25c7be6c89cae3ae23c0535c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_5dcb11b0632ee658/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:19:25.158267+00:00", + "ended_at": "2026-05-19T16:19:33.312221+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_5dcb11b0632ee658", + "problem_id": "v2p_m11_8baa881d5e9ffe19", + "dataset_id": "m11", + "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=Policy_Sales_Channel, measure_col=Vintage.", + "bindings": { + "group_col": "Policy_Sales_Channel", + "measure_col": "Vintage", + "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": 71.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_5dcb11b0632ee658/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_5dcb11b0632ee658/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b6145c749e050e63e34a7305505deb01603132e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_5dcb11b0632ee658/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:28.149963+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": 2980.67, "started_at": "2026-05-19T16:19:25.168610+00:00", "ended_at": "2026-05-19T16:19:28.149303+00:00", "prompt_metrics": {"chars": 8367, "bytes_utf8": 8367, "lines": 240, "estimated_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-f085-7711-9ea8-c9217287ec7d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:19:33.312104+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": 4160.1, "started_at": "2026-05-19T16:19:29.150858+00:00", "ended_at": "2026-05-19T16:19:33.311022+00:00", "prompt_metrics": {"chars": 8367, "bytes_utf8": 8367, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-0007-7623-b92e-cc8d995563c1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_60829d7ecbef835e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_60829d7ecbef835e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fd1153e2962d89e33a4f2bceef6570f98f75cc3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_60829d7ecbef835e/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:16:17.920554+00:00", + "ended_at": "2026-05-19T16:16:28.983868+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_60829d7ecbef835e", + "problem_id": "v2p_m11_eba5ae17831643e4", + "dataset_id": "m11", + "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, group_col_2=Driving_License.", + "bindings": { + "group_col": "Age", + "group_col_2": "Driving_License", + "predicate_col": "Vehicle_Age", + "predicate_op": "=", + "predicate_value": "1-2 Year", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_60829d7ecbef835e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_60829d7ecbef835e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c281b0b0266f62212841f47f51b554c3457c4f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_60829d7ecbef835e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:24.930966+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": 6987.77, "started_at": "2026-05-19T16:16:17.941322+00:00", "ended_at": "2026-05-19T16:16:24.929131+00:00", "prompt_metrics": {"chars": 8117, "bytes_utf8": 8117, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-1576-7653-87e3-5916ccf44f62\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:16:28.983751+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": 3050.42, "started_at": "2026-05-19T16:16:25.932263+00:00", "ended_at": "2026-05-19T16:16:28.982733+00:00", "prompt_metrics": {"chars": 8117, "bytes_utf8": 8117, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-3508-7d43-9f7c-d4ebf4f72967\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8a3096318077ef51244bca78f81585c720d12cde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/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": "2026-05-19T16:08:21.961704+00:00", + "ended_at": "2026-05-19T16:08:25.015577+00:00", + "elapsed_ms": 3053.85, + "returncode": 1, + "prompt_metrics": { + "chars": 7810, + "bytes_utf8": 7810, + "lines": 240, + "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/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c8a02b473c5e7bc2455419cae63f52037cc906aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/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": "2026-05-19T16:08:26.017300+00:00", + "ended_at": "2026-05-19T16:08:29.194213+00:00", + "elapsed_ms": 3176.88, + "returncode": 1, + "prompt_metrics": { + "chars": 7810, + "bytes_utf8": 7810, + "lines": 240, + "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/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..caccb577c85a216f75dffa5d56aff46ed26719c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Driving_License, measure_col=Region_Code.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Driving_License", + "measure_col": "Region_Code", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..caccb577c85a216f75dffa5d56aff46ed26719c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Driving_License, measure_col=Region_Code.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Driving_License", + "measure_col": "Region_Code", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a510bc1e1c3926cafb005dbb0d1943a896217924 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-d1e4-7e72-bd48-89cae24c2cdf"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d82fce51942e07f35f8c567ff27e4d201e2fc200 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-d1e4-7e72-bd48-89cae24c2cdf"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..77042b79f4014f4ebf69eca0f26e746de15bc6f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-e190-7223-89c9-9c491fdf2c88"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..52cfeeb78219b3cd6ff71dfff7f2e03379acd6af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-e190-7223-89c9-9c491fdf2c88"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/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/m11/artifacts/v2q_m11_611c2b9937683b0c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/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/m11/artifacts/v2q_m11_611c2b9937683b0c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f17b6d35a14638adf759f13c1e4d077d0787f71f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:08:21.951275+00:00", + "ended_at": "2026-05-19T16:08:29.194967+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_611c2b9937683b0c", + "problem_id": "v2p_m11_ca253a556450d8d5", + "dataset_id": "m11", + "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=Driving_License, measure_col=Region_Code.", + "bindings": { + "group_col": "Driving_License", + "measure_col": "Region_Code", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_611c2b9937683b0c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a7d1fdcf7cbfa5edf417217241e16a6ff4255ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_611c2b9937683b0c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:25.016361+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": 3053.85, "started_at": "2026-05-19T16:08:21.961704+00:00", "ended_at": "2026-05-19T16:08:25.015577+00:00", "prompt_metrics": {"chars": 7810, "bytes_utf8": 7810, "lines": 240, "estimated_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-d1e4-7e72-bd48-89cae24c2cdf\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. 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Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:08:29.194875+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": 3176.88, "started_at": "2026-05-19T16:08:26.017300+00:00", "ended_at": "2026-05-19T16:08:29.194213+00:00", "prompt_metrics": {"chars": 7810, "bytes_utf8": 7810, "lines": 240, "estimated_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-e190-7223-89c9-9c491fdf2c88\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_614636324913af8c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_614636324913af8c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b8de2f52fa5eb135945d99e41409bd94986fd4b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_614636324913af8c/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:28:48.267094+00:00", + "ended_at": "2026-05-19T16:28:56.782753+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_614636324913af8c", + "problem_id": "v2p_m11_9ff84fa8c7f5fde4", + "dataset_id": "m11", + "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=Region_Code.", + "bindings": { + "group_col": "Region_Code", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=2/2", + "binding_index=123" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "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/m11/artifacts/v2q_m11_614636324913af8c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_614636324913af8c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5b44a96d260e60442f1f6fdbb7de3affcb9cd7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_614636324913af8c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:51.971581+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": 3686.31, "started_at": "2026-05-19T16:28:48.284222+00:00", "ended_at": "2026-05-19T16:28:51.970576+00:00", "prompt_metrics": {"chars": 7790, "bytes_utf8": 7790, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-8890-75d3-8cda-285050c53205\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:28:56.782631+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": 3808.2, "started_at": "2026-05-19T16:28:52.973190+00:00", "ended_at": "2026-05-19T16:28:56.781443+00:00", "prompt_metrics": {"chars": 7790, "bytes_utf8": 7790, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-9ae6-7880-964a-6a4c73c4383c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_62079f1cb0bc19ce/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_62079f1cb0bc19ce/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..795bd229f89685af780ee29bd15602ec42b0befc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_62079f1cb0bc19ce/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:26:02.135515+00:00", + "ended_at": "2026-05-19T16:26:09.536972+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_62079f1cb0bc19ce", + "problem_id": "v2p_m11_d7724a7511519361", + "dataset_id": "m11", + "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=Driving_License, condition_col=Gender.", + "bindings": { + "group_col": "Driving_License", + "condition_col": "Gender", + "condition_value": "Female", + "positive_value": "Male", + "negative_value": "Female", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_62079f1cb0bc19ce/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_62079f1cb0bc19ce/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6cf2f184f74a4b7a7998eb539f8663e6b77663b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_62079f1cb0bc19ce/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:05.393594+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": 3239.53, "started_at": "2026-05-19T16:26:02.152838+00:00", "ended_at": "2026-05-19T16:26:05.392418+00:00", "prompt_metrics": {"chars": 8064, "bytes_utf8": 8064, "lines": 243, "estimated_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-ffa3-7120-a17c-e65107dfd120\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:26:09.536780+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": 3139.52, "started_at": "2026-05-19T16:26:06.395799+00:00", "ended_at": "2026-05-19T16:26:09.535387+00:00", "prompt_metrics": {"chars": 8064, "bytes_utf8": 8064, "lines": 243, "estimated_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-1027-7fc2-b8fc-f53e7286f02d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d0f917f7e125924ecd3c42ab4d4d3515ad75bc2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_627b873a60db3623/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": "2026-05-19T16:31:25.844305+00:00", + "ended_at": "2026-05-19T16:31:28.890495+00:00", + "elapsed_ms": 3046.14, + "returncode": 1, + "prompt_metrics": { + "chars": 7899, + "bytes_utf8": 7899, + "lines": 240, + "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/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5405f6a1eeba3852352de04b2c4fe44f1f8a03fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_627b873a60db3623/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": "2026-05-19T16:31:29.893837+00:00", + "ended_at": "2026-05-19T16:31:33.328509+00:00", + "elapsed_ms": 3434.61, + "returncode": 1, + "prompt_metrics": { + "chars": 7899, + "bytes_utf8": 7899, + "lines": 240, + "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/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e70b6556e67fbc5e223070d17013191b92bdf154 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Policy_Sales_Channel, measure_col=Vintage.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Policy_Sales_Channel", + "measure_col": "Vintage", + "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": 64.16, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e70b6556e67fbc5e223070d17013191b92bdf154 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Policy_Sales_Channel, measure_col=Vintage.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Policy_Sales_Channel", + "measure_col": "Vintage", + "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": 64.16, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ead59991470b135a604745eb89545091bc8502a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-f00d-7a21-8043-71215497bf6f"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..65cdd67b70a57b7e2fe092a785e74273d618e694 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-f00d-7a21-8043-71215497bf6f"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1bccc2cc86480223681e0290391c2efdd7db1fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-ffe6-7e42-8d19-03254ebe3fbf"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..402dc3f9a68030ea842774e4d0239a0c501e4b13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-ffe6-7e42-8d19-03254ebe3fbf"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_627b873a60db3623/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/m11/artifacts/v2q_m11_627b873a60db3623/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_627b873a60db3623/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/m11/artifacts/v2q_m11_6334518922ab7063/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6334518922ab7063/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ae175e762958ea06d9a5c13d4cccee990d181c5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6334518922ab7063/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:15:18.819980+00:00", + "ended_at": "2026-05-19T16:15:25.950566+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_6334518922ab7063", + "problem_id": "v2p_m11_de748477ace9a3b7", + "dataset_id": "m11", + "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=Previously_Insured, condition_col=Previously_Insured.", + "bindings": { + "group_col": "Previously_Insured", + "condition_col": "Previously_Insured", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_6334518922ab7063/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6334518922ab7063/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c297f3f503af51e51600d97cea8499d7494c2a7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6334518922ab7063/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:21.986877+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": 3154.49, "started_at": "2026-05-19T16:15:18.831650+00:00", "ended_at": "2026-05-19T16:15:21.986169+00:00", "prompt_metrics": {"chars": 8636, "bytes_utf8": 8636, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-2e30-7571-9c6f-2f73bf31b8cc\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:15:25.950473+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": 2961.23, "started_at": "2026-05-19T16:15:22.988326+00:00", "ended_at": "2026-05-19T16:15:25.949610+00:00", "prompt_metrics": {"chars": 8636, "bytes_utf8": 8636, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-3e5b-76f2-a17a-660695092810\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_65c9fcf1bbd1b86b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_65c9fcf1bbd1b86b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ea9a631ad997d3ff82e3ab05c815d36b4b78af2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_65c9fcf1bbd1b86b/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:29:28.129880+00:00", + "ended_at": "2026-05-19T16:29:35.243152+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_65c9fcf1bbd1b86b", + "problem_id": "v2p_m11_f5507c48f0b363a6", + "dataset_id": "m11", + "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=Vehicle_Damage.", + "bindings": { + "group_col": "Vehicle_Damage", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_65c9fcf1bbd1b86b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_65c9fcf1bbd1b86b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..85f685cde3b91e2cd356c4b3fe3e53c8d2b55bab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_65c9fcf1bbd1b86b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:31.357800+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": 3209.54, "started_at": "2026-05-19T16:29:28.147041+00:00", "ended_at": "2026-05-19T16:29:31.356645+00:00", "prompt_metrics": {"chars": 7795, "bytes_utf8": 7795, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-2443-7710-a6a3-f43d53f16d65\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:29:35.243044+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": 2882.7, "started_at": "2026-05-19T16:29:32.359327+00:00", "ended_at": "2026-05-19T16:29:35.242108+00:00", "prompt_metrics": {"chars": 7795, "bytes_utf8": 7795, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-34b4-79f3-b101-af6e052c270d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2e3acf35274a2bc79a3ea28e4c1a868133d5103a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/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": "2026-05-19T16:28:02.271854+00:00", + "ended_at": "2026-05-19T16:28:05.659912+00:00", + "elapsed_ms": 3388.01, + "returncode": 1, + "prompt_metrics": { + "chars": 7781, + "bytes_utf8": 7781, + "lines": 238, + "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/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..062a8eae16941a8ac0055314ddabc0d29a03a7fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/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": "2026-05-19T16:28:06.662248+00:00", + "ended_at": "2026-05-19T16:28:10.021321+00:00", + "elapsed_ms": 3359.01, + "returncode": 1, + "prompt_metrics": { + "chars": 7781, + "bytes_utf8": 7781, + "lines": 238, + "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/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d5e4934ddad41d5e20b959b40ed7fc02395bcf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Gender.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Gender", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d5e4934ddad41d5e20b959b40ed7fc02395bcf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Gender.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Gender", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5297b4fafa5ee6a84939a7ed3b642245e5e2bfa5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-d4d1-7b10-afae-92cf5ab4f3f6"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e4a78d927706d82c1e9bf53e15dea993236d122 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-d4d1-7b10-afae-92cf5ab4f3f6"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..51d48f01a95c0a5755e31de1452ea001c4fd2205 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-e600-75c2-bd37-26ecd2f79dab"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..daa8660d9a29c609480af6161cf5bf85143c7d4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-e600-75c2-bd37-26ecd2f79dab"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/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/m11/artifacts/v2q_m11_664b069cd2ace77e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/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/m11/artifacts/v2q_m11_664b069cd2ace77e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..70756f1f7f90d9067f930950669b7acd4a5b975f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:28:02.252248+00:00", + "ended_at": "2026-05-19T16:28:10.022633+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_664b069cd2ace77e", + "problem_id": "v2p_m11_2c7bbef30619be97", + "dataset_id": "m11", + "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=Gender.", + "bindings": { + "group_col": "Gender", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_664b069cd2ace77e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..056c779a1937a928da3f1166ca8f5b8a430981e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_664b069cd2ace77e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:05.661062+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": 3388.01, "started_at": "2026-05-19T16:28:02.271854+00:00", "ended_at": "2026-05-19T16:28:05.659912+00:00", "prompt_metrics": {"chars": 7781, "bytes_utf8": 7781, "lines": 238, "estimated_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-d4d1-7b10-afae-92cf5ab4f3f6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:28:10.022503+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": 3359.01, "started_at": "2026-05-19T16:28:06.662248+00:00", "ended_at": "2026-05-19T16:28:10.021321+00:00", "prompt_metrics": {"chars": 7781, "bytes_utf8": 7781, "lines": 238, "estimated_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-e600-75c2-bd37-26ecd2f79dab\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..62c4e2e448964cddb4f4f781d02beabdeddcd60f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:09.407455+00:00", + "ended_at": "2026-05-19T16:12:12.267090+00:00", + "elapsed_ms": 2859.61, + "returncode": 1, + "prompt_metrics": { + "chars": 8246, + "bytes_utf8": 8246, + "lines": 242, + "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/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b2e855e2d8ba7292219176d48cac4c60292148a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/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": "2026-05-19T16:12:13.268724+00:00", + "ended_at": "2026-05-19T16:12:16.485867+00:00", + "elapsed_ms": 3217.11, + "returncode": 1, + "prompt_metrics": { + "chars": 8246, + "bytes_utf8": 8246, + "lines": 242, + "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/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..663f0848d74a9bea7f692260dfe842d787fe34e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Policy_Sales_Channel, measure_col=Annual_Premium.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Policy_Sales_Channel", + "measure_col": "Annual_Premium", + "item_col": "Policy_Sales_Channel", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..663f0848d74a9bea7f692260dfe842d787fe34e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,242 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Policy_Sales_Channel, measure_col=Annual_Premium.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Policy_Sales_Channel", + "measure_col": "Annual_Premium", + "item_col": "Policy_Sales_Channel", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2475f11e473799fddcebd02a22463b7c6aed7c8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-4a4a-7cf2-b521-3cc5ca06abd7"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f512b16b6c69da5daa0ef7ebc1b964d797fbf81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-4a4a-7cf2-b521-3cc5ca06abd7"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3a61549eab95fd88fe7dda91cd81b1a08c46fcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-596c-7971-b012-617b6994c59e"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4e396b92ccae52052e5fce56a97e4e411f6a251 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-596c-7971-b012-617b6994c59e"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/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/m11/artifacts/v2q_m11_66d254db12068bc4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/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/m11/artifacts/v2q_m11_66d254db12068bc4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2f05c5ff7f7cc5e5105295e84cb0a5c41c0c2321 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:12:09.396034+00:00", + "ended_at": "2026-05-19T16:12:16.486737+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_66d254db12068bc4", + "problem_id": "v2p_m11_c9ff4ebb42b0ca5d", + "dataset_id": "m11", + "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=Policy_Sales_Channel, measure_col=Annual_Premium.", + "bindings": { + "group_col": "Policy_Sales_Channel", + "measure_col": "Annual_Premium", + "item_col": "Policy_Sales_Channel", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_66d254db12068bc4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2be06815979306b66a18456b47014de5b417c305 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_66d254db12068bc4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:12.267777+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": 2859.61, "started_at": "2026-05-19T16:12:09.407455+00:00", "ended_at": "2026-05-19T16:12:12.267090+00:00", "prompt_metrics": {"chars": 8246, "bytes_utf8": 8246, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-4a4a-7cf2-b521-3cc5ca06abd7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:12:16.486643+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": 3217.11, "started_at": "2026-05-19T16:12:13.268724+00:00", "ended_at": "2026-05-19T16:12:16.485867+00:00", "prompt_metrics": {"chars": 8246, "bytes_utf8": 8246, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-596c-7971-b012-617b6994c59e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_68b8e7747f757e05/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_68b8e7747f757e05/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d6215c8b16b9eb4e0299d8a9ff693e55a37e26b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_68b8e7747f757e05/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:15:39.390105+00:00", + "ended_at": "2026-05-19T16:15:46.992340+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_68b8e7747f757e05", + "problem_id": "v2p_m11_ebeefdf75efe7db5", + "dataset_id": "m11", + "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=Gender, group_col_2=Vehicle_Damage.", + "bindings": { + "group_col": "Gender", + "group_col_2": "Vehicle_Damage", + "predicate_col": "Age", + "predicate_op": ">=", + "predicate_value": 49.0, + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_68b8e7747f757e05/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_68b8e7747f757e05/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78301a59ad42c68648f08dbc5ca885bdd43dcff9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_68b8e7747f757e05/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:42.697887+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": 3295.36, "started_at": "2026-05-19T16:15:39.401536+00:00", "ended_at": "2026-05-19T16:15:42.696930+00:00", "prompt_metrics": {"chars": 8104, "bytes_utf8": 8104, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-7e82-7cb3-91c0-50220bd6edee\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:15:46.992250+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": 3292.0, "started_at": "2026-05-19T16:15:43.699444+00:00", "ended_at": "2026-05-19T16:15:46.991491+00:00", "prompt_metrics": {"chars": 8104, "bytes_utf8": 8104, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-8f6f-7173-bb0c-bb8fc58f52bd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_69d25f9ba750b15d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_69d25f9ba750b15d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..488948223ce97c518b323a47ab641dd014105049 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_69d25f9ba750b15d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-6f8b-7c73-b8ed-43345c534c3d"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_69d25f9ba750b15d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_69d25f9ba750b15d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a154f75e562614ad47894b81022350df999ac048 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_69d25f9ba750b15d/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:23:14.151276+00:00", + "ended_at": "2026-05-19T16:23:21.545861+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_69d25f9ba750b15d", + "problem_id": "v2p_m11_fcebe8778fc8a177", + "dataset_id": "m11", + "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=Gender, measure_col=id.", + "bindings": { + "group_col": "Gender", + "measure_col": "id", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=1/2", + "binding_index=90" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "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/m11/artifacts/v2q_m11_69d25f9ba750b15d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_69d25f9ba750b15d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d157ae0d77be53dcf2f60d56186e29c2b296239c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_69d25f9ba750b15d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:17.404364+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": 3232.29, "started_at": "2026-05-19T16:23:14.170942+00:00", "ended_at": "2026-05-19T16:23:17.403280+00:00", "prompt_metrics": {"chars": 7957, "bytes_utf8": 7957, "lines": 240, "estimated_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-6f8b-7c73-b8ed-43345c534c3d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:23:21.545745+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": 3138.37, "started_at": "2026-05-19T16:23:18.406291+00:00", "ended_at": "2026-05-19T16:23:21.544727+00:00", "prompt_metrics": {"chars": 7957, "bytes_utf8": 7957, "lines": 240, "estimated_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-800d-7df2-97af-dc5ee165dd29\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..89acdf3e0d0301ee1afd9e0bbadc5dce40418597 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a22c3f92c561c53/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": "2026-05-19T16:22:31.648787+00:00", + "ended_at": "2026-05-19T16:22:35.054100+00:00", + "elapsed_ms": 3405.27, + "returncode": 1, + "prompt_metrics": { + "chars": 7992, + "bytes_utf8": 7992, + "lines": 240, + "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/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..11bb109e9605ce3b4372e57588d3f4c474b19af2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a22c3f92c561c53/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": "2026-05-19T16:22:36.057217+00:00", + "ended_at": "2026-05-19T16:22:39.775444+00:00", + "elapsed_ms": 3718.17, + "returncode": 1, + "prompt_metrics": { + "chars": 7992, + "bytes_utf8": 7992, + "lines": 240, + "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/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc4b1dc38b1597b8e7f8884d6f5c0a6ff7674c6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Vintage, measure_col=Policy_Sales_Channel.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Vintage", + "measure_col": "Policy_Sales_Channel", + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc4b1dc38b1597b8e7f8884d6f5c0a6ff7674c6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Vintage, measure_col=Policy_Sales_Channel.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Vintage", + "measure_col": "Policy_Sales_Channel", + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d02d2d4e6e8369cd79ab8bfe7052ce64e2ac418 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-c93c-7062-8a90-25ba4a77dfb8"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a1557265f5f95b039d645181852367044b74aa8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-c93c-7062-8a90-25ba4a77dfb8"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0644561b6001a38e497955dca5f7d918d1913f31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-da7f-7871-bf45-9d6b597accfc"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5be0f349fac704031f87488bff7380948def74b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-da7f-7871-bf45-9d6b597accfc"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a22c3f92c561c53/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/m11/artifacts/v2q_m11_6a22c3f92c561c53/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a22c3f92c561c53/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/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2b8b250bccb4fc1b58919d8effb746df10819c4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/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": "2026-05-19T16:18:26.093885+00:00", + "ended_at": "2026-05-19T16:18:29.393837+00:00", + "elapsed_ms": 3299.92, + "returncode": 1, + "prompt_metrics": { + "chars": 8341, + "bytes_utf8": 8341, + "lines": 240, + "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/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c8eb174201745f78264c46ad1647f322c730cfa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/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": "2026-05-19T16:18:30.395516+00:00", + "ended_at": "2026-05-19T16:18:33.197172+00:00", + "elapsed_ms": 2801.62, + "returncode": 1, + "prompt_metrics": { + "chars": 8341, + "bytes_utf8": 8341, + "lines": 240, + "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/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e06429f0c33d6920818a6e71aa601363b775513 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Region_Code, measure_col=Age.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Region_Code", + "measure_col": "Age", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e06429f0c33d6920818a6e71aa601363b775513 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Region_Code, measure_col=Age.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Region_Code", + "measure_col": "Age", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4711217b4f3d49244b8f9cfb68a7e15769ad3d9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-09b6-7b43-930f-5f838d9b76ac"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cabd3fc5e8f51a27961acc5dc4b78981471ed5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-09b6-7b43-930f-5f838d9b76ac"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b9167109bfce74f4601ebc77a62d38cad7c3ea9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-1a81-79f3-b850-68b6b8b1a3b8"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d0bbddce83ce5716167bd199f81fdf6392b1e74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-1a81-79f3-b850-68b6b8b1a3b8"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/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/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6a985f5c94ae5dc3/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/m11/artifacts/v2q_m11_6b738f2d586e8136/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6b738f2d586e8136/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0ac85555ed3cd9eba2c324c9de74dfaa2624edd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6b738f2d586e8136/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:10:40.463528+00:00", + "ended_at": "2026-05-19T16:10:47.806890+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_6b738f2d586e8136", + "problem_id": "v2p_m11_7b61a08ff6504402", + "dataset_id": "m11", + "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=Previously_Insured.", + "bindings": { + "group_col": "Previously_Insured", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_6b738f2d586e8136/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6b738f2d586e8136/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8e220b686fdb6b086338886362bbd0fa4fe21bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6b738f2d586e8136/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:43.388209+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": 2912.68, "started_at": "2026-05-19T16:10:40.474799+00:00", "ended_at": "2026-05-19T16:10:43.387502+00:00", "prompt_metrics": {"chars": 7720, "bytes_utf8": 7720, "lines": 238, "estimated_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-eecd-7680-b458-ac8d48a079ed\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:10:47.806798+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": 3416.41, "started_at": "2026-05-19T16:10:44.389547+00:00", "ended_at": "2026-05-19T16:10:47.806051+00:00", "prompt_metrics": {"chars": 7720, "bytes_utf8": 7720, "lines": 238, "estimated_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-fe17-7140-b226-eef641668cbb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ac149621702bcb9a4a547dafd1ed3fd07c3d1ee7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6c6ff8433b1f2957/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": "2026-05-19T16:16:59.737823+00:00", + "ended_at": "2026-05-19T16:17:03.015150+00:00", + "elapsed_ms": 3277.27, + "returncode": 1, + "prompt_metrics": { + "chars": 7950, + "bytes_utf8": 7950, + "lines": 238, + "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/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d11199c9e8adcc1e6a8490347fc1477188b7dfe3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6c6ff8433b1f2957/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": "2026-05-19T16:17:04.018107+00:00", + "ended_at": "2026-05-19T16:17:07.451873+00:00", + "elapsed_ms": 3433.69, + "returncode": 1, + "prompt_metrics": { + "chars": 7950, + "bytes_utf8": 7950, + "lines": 238, + "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/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4227783fa8c7ccf13842dfc240b1ff0be3e627a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Age.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Age", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4227783fa8c7ccf13842dfc240b1ff0be3e627a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Age.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Age", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4dbdd084f52c4c39e76d548aa6e715716bdf852 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-b8b3-7201-aa89-e002b5fe9334"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..436c49769b33e867f104ae1f32edd492d561b8b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-b8b3-7201-aa89-e002b5fe9334"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1e986ae4495883a37688178c2d1bc107f0299a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-c997-73a1-9176-10e36b873209"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b04d01b2ad0e73205929692f46ca737be1eeb56b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-c997-73a1-9176-10e36b873209"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6c6ff8433b1f2957/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/m11/artifacts/v2q_m11_6c6ff8433b1f2957/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6c6ff8433b1f2957/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/m11/artifacts/v2q_m11_6dc09ed2bb3b387b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6dc09ed2bb3b387b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e8ed6e9cbeab866bcaa49a701d3b1eb7fb5d7e78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6dc09ed2bb3b387b/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:19:10.163440+00:00", + "ended_at": "2026-05-19T16:19:18.032382+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_6dc09ed2bb3b387b", + "problem_id": "v2p_m11_ee919531a4631300", + "dataset_id": "m11", + "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=Vehicle_Damage, measure_col=Policy_Sales_Channel.", + "bindings": { + "group_col": "Vehicle_Damage", + "measure_col": "Policy_Sales_Channel", + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_6dc09ed2bb3b387b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6dc09ed2bb3b387b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34e0e4c255d08aa054cf2fede6e97bf49d3d69e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6dc09ed2bb3b387b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:13.556746+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": 3380.57, "started_at": "2026-05-19T16:19:10.175366+00:00", "ended_at": "2026-05-19T16:19:13.555967+00:00", "prompt_metrics": {"chars": 8381, "bytes_utf8": 8381, "lines": 240, "estimated_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-b5f6-71e3-88a9-98df6673e4bc\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:19:18.032295+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": 3473.43, "started_at": "2026-05-19T16:19:14.558137+00:00", "ended_at": "2026-05-19T16:19:18.031611+00:00", "prompt_metrics": {"chars": 8381, "bytes_utf8": 8381, "lines": 240, "estimated_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-c6ff-72a2-bcae-e8ad0bae8df6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a6609dac49e5b4ad6a27aaedf42fc73db1b2f960 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e60cf101258d22b/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": "2026-05-19T16:08:07.171114+00:00", + "ended_at": "2026-05-19T16:08:10.486067+00:00", + "elapsed_ms": 3314.93, + "returncode": 1, + "prompt_metrics": { + "chars": 7769, + "bytes_utf8": 7769, + "lines": 240, + "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/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9a6cfb1f0219844f67b6fdbea38ac267d0cf4cb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e60cf101258d22b/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": "2026-05-19T16:08:11.488092+00:00", + "ended_at": "2026-05-19T16:08:14.603690+00:00", + "elapsed_ms": 3115.56, + "returncode": 1, + "prompt_metrics": { + "chars": 7769, + "bytes_utf8": 7769, + "lines": 240, + "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/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc5c589f79a194d18c99e37f3187dff85b3815ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Age, measure_col=Age.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Age", + "measure_col": "Age", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc5c589f79a194d18c99e37f3187dff85b3815ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Age, measure_col=Age.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Age", + "measure_col": "Age", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d710ecdf63b583ad889882eef276c77cee2ade7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-9800-7540-81b7-42b2a5a05192"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce96dfd3938aae67cac087e87b347f5afeb0de5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-9800-7540-81b7-42b2a5a05192"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ef4f91efba5df05d8956b9d51d80c2f7a21e969 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-a8e0-7111-a0ea-5afba11b3154"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..76afa1e46c14f6fa72a849a8413f0ce649d66485 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-a8e0-7111-a0ea-5afba11b3154"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e60cf101258d22b/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/m11/artifacts/v2q_m11_6e60cf101258d22b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e60cf101258d22b/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/m11/artifacts/v2q_m11_6e6d95f455df2d28/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e6d95f455df2d28/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..10c74ac22535c1c86c0d3447283d77e0b0bf6b38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e6d95f455df2d28/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:30:45.784521+00:00", + "ended_at": "2026-05-19T16:30:54.066062+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_6e6d95f455df2d28", + "problem_id": "v2p_m11_9ff0506575326ec6", + "dataset_id": "m11", + "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=Vehicle_Age, measure_col=Annual_Premium.", + "bindings": { + "group_col": "Vehicle_Age", + "measure_col": "Annual_Premium", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_6e6d95f455df2d28/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e6d95f455df2d28/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eab4abc9a5e50ad3587691982a6fd4f9ba5083b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_6e6d95f455df2d28/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:30:49.552362+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": 3747.97, "started_at": "2026-05-19T16:30:45.803303+00:00", "ended_at": "2026-05-19T16:30:49.551316+00:00", "prompt_metrics": {"chars": 7892, "bytes_utf8": 7892, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4113-53b6-7fb1-ae7e-f4e4ed41f148\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:30:54.065926+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": 3510.02, "started_at": "2026-05-19T16:30:50.554702+00:00", "ended_at": "2026-05-19T16:30:54.064785+00:00", "prompt_metrics": {"chars": 7892, "bytes_utf8": 7892, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4113-661b-70a1-a473-858fe444a771\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_7104e490f17edebf/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7104e490f17edebf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..20912c246593134673dac1b42fade42617bf0f4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7104e490f17edebf/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Region_Code": "28.0", "support": 106415, "avg_response": 190156.75101254522}, {"Region_Code": "8.0", "support": 33877, "avg_response": 191369.4795288839}, {"Region_Code": "46.0", "support": 19749, "avg_response": 190540.48675882324}, {"Region_Code": "41.0", "support": 18263, "avg_response": 190376.05579587142}, {"Region_Code": "15.0", "support": 13308, "avg_response": 190374.6955966336}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7104e490f17edebf/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7104e490f17edebf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..58a1c3d6100f8ba593ffde7832100b41ceaec43f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7104e490f17edebf/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: m11 +-- 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_m11_7104e490f17edebf +-- problem_id: v2p_m11_fe122a75c313635a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Region_Code", + COUNT(*) AS support, + AVG("id") AS avg_response +FROM "m11" +GROUP BY "Region_Code" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7104e490f17edebf/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7104e490f17edebf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4540b74a5a68d5f4e9e6353ed754931ccacdd77e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7104e490f17edebf/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: m11\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_m11_7104e490f17edebf\n-- problem_id: v2p_m11_fe122a75c313635a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Region_Code\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_response\nFROM \"m11\"\nGROUP BY \"Region_Code\"\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: m11\\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_m11_7104e490f17edebf\\n-- problem_id: v2p_m11_fe122a75c313635a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Region_Code\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_response\\nFROM \\\"m11\\\"\\nGROUP BY \\\"Region_Code\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Region_Code\", \"support\", \"avg_response\"], \"rows\": [{\"Region_Code\": \"28.0\", \"support\": 106415, \"avg_response\": 190156.75101254522}, {\"Region_Code\": \"8.0\", \"support\": 33877, \"avg_response\": 191369.4795288839}, {\"Region_Code\": \"46.0\", \"support\": 19749, \"avg_response\": 190540.48675882324}, {\"Region_Code\": \"41.0\", \"support\": 18263, \"avg_response\": 190376.05579587142}, {\"Region_Code\": \"15.0\", \"support\": 13308, \"avg_response\": 190374.6955966336}, {\"Region_Code\": \"30.0\", \"support\": 12191, \"avg_response\": 190995.25420392092}, {\"Region_Code\": \"29.0\", \"support\": 11065, \"avg_response\": 194004.4356981473}, {\"Region_Code\": \"50.0\", \"support\": 10243, \"avg_response\": 190443.0060529142}, {\"Region_Code\": \"3.0\", \"support\": 9251, \"avg_response\": 190200.97589449788}, {\"Region_Code\": \"11.0\", \"support\": 9232, \"avg_response\": 188988.10290294627}, {\"Region_Code\": \"36.0\", \"support\": 8797, \"avg_response\": 190089.7852677049}, {\"Region_Code\": \"33.0\", \"support\": 7654, \"avg_response\": 192404.55356676248}, {\"Region_Code\": \"47.0\", \"support\": 7436, \"avg_response\": 188764.12009144702}, {\"Region_Code\": \"35.0\", \"support\": 6942, \"avg_response\": 189612.67113223855}, {\"Region_Code\": \"6.0\", \"support\": 6280, \"avg_response\": 189747.1713375796}, {\"Region_Code\": \"45.0\", \"support\": 5605, \"avg_response\": 192225.1482604817}, {\"Region_Code\": \"37.0\", \"support\": 5501, \"avg_response\": 188332.95891656063}, {\"Region_Code\": \"18.0\", \"support\": 5153, \"avg_response\": 191234.48903551328}, {\"Region_Code\": \"48.0\", \"support\": 4681, \"avg_response\": 192244.5043794061}, {\"Region_Code\": \"14.0\", \"support\": 4678, \"avg_response\": 189766.13916203505}, {\"Region_Code\": \"39.0\", \"support\": 4644, \"avg_response\": 191086.27347114557}, {\"Region_Code\": \"10.0\", \"support\": 4374, \"avg_response\": 191593.7946959305}, {\"Region_Code\": \"21.0\", \"support\": 4266, \"avg_response\": 193902.63267698078}, {\"Region_Code\": \"2.0\", \"support\": 4038, \"avg_response\": 191172.8519068846}, {\"Region_Code\": \"13.0\", \"support\": 4036, \"avg_response\": 192994.8099603568}, {\"Region_Code\": \"7.0\", \"support\": 3279, \"avg_response\": 188545.01463860934}, {\"Region_Code\": \"12.0\", \"support\": 3198, \"avg_response\": 190195.71075672295}, {\"Region_Code\": \"9.0\", \"support\": 3101, \"avg_response\": 193554.3140922283}, {\"Region_Code\": \"27.0\", \"support\": 2823, \"avg_response\": 189524.79808714133}, {\"Region_Code\": \"32.0\", \"support\": 2787, \"avg_response\": 188617.600287047}, {\"Region_Code\": \"43.0\", \"support\": 2639, \"avg_response\": 191420.51345206518}, {\"Region_Code\": \"17.0\", \"support\": 2617, \"avg_response\": 187902.55980129918}, {\"Region_Code\": \"26.0\", \"support\": 2587, \"avg_response\": 191126.33745651334}, {\"Region_Code\": \"25.0\", \"support\": 2503, \"avg_response\": 191188.71873751498}, {\"Region_Code\": \"24.0\", \"support\": 2415, \"avg_response\": 190746.90683229815}, {\"Region_Code\": \"38.0\", \"support\": 2026, \"avg_response\": 190417.7082922014}, {\"Region_Code\": \"0.0\", \"support\": 2021, \"avg_response\": 190607.374567046}, {\"Region_Code\": \"16.0\", \"support\": 2007, \"avg_response\": 190064.8345789736}, {\"Region_Code\": \"23.0\", \"support\": 1960, \"avg_response\": 191015.32602040816}, {\"Region_Code\": \"31.0\", \"support\": 1960, \"avg_response\": 189452.0005102041}, {\"Region_Code\": \"20.0\", \"support\": 1935, \"avg_response\": 188669.91782945735}, {\"Region_Code\": \"49.0\", \"support\": 1832, \"avg_response\": 187163.6441048035}, {\"Region_Code\": \"4.0\", \"support\": 1801, \"avg_response\": 189732.38423098277}, {\"Region_Code\": \"34.0\", \"support\": 1664, \"avg_response\": 194144.12079326922}, {\"Region_Code\": \"19.0\", \"support\": 1535, \"avg_response\": 191978.60586319218}, {\"Region_Code\": \"22.0\", \"support\": 1309, \"avg_response\": 186734.63254392665}, {\"Region_Code\": \"40.0\", \"support\": 1295, \"avg_response\": 187161.75907335908}, {\"Region_Code\": \"5.0\", \"support\": 1279, \"avg_response\": 185820.06176700548}, {\"Region_Code\": \"1.0\", \"support\": 1008, \"avg_response\": 190360.54067460317}, {\"Region_Code\": \"44.0\", \"support\": 808, \"avg_response\": 190331.13985148515}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 220.85}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7104e490f17edebf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7104e490f17edebf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fb29d57720d76185e672fc674dd362cad4af2061 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7104e490f17edebf/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:30.538442+00:00", + "ended_at": "2026-05-19T16:32:30.762385+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_7104e490f17edebf", + "problem_id": "v2p_m11_fe122a75c313635a", + "dataset_id": "m11", + "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=id, key_col=Region_Code.", + "bindings": { + "key_col": "Region_Code", + "measure_col": "id", + "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/m11/sql/v2q_m11_7104e490f17edebf.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/m11/artifacts/v2q_m11_7104e490f17edebf/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7104e490f17edebf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7104e490f17edebf/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/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..38b1a27adcbc91946cd79fdc20d1f70043ec2b04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/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": "2026-05-19T16:27:45.510975+00:00", + "ended_at": "2026-05-19T16:27:49.004811+00:00", + "elapsed_ms": 3493.6, + "returncode": 1, + "prompt_metrics": { + "chars": 7733, + "bytes_utf8": 7733, + "lines": 238, + "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/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3d9e67b10ca394dc2db76781bf2a1017c483805f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/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": "2026-05-19T16:27:50.007348+00:00", + "ended_at": "2026-05-19T16:27:53.743316+00:00", + "elapsed_ms": 3735.91, + "returncode": 1, + "prompt_metrics": { + "chars": 7733, + "bytes_utf8": 7733, + "lines": 238, + "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/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ff1d786c68cdcc446da488cd50412d2a221a151 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Region_Code.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Region_Code", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ff1d786c68cdcc446da488cd50412d2a221a151 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Region_Code.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Region_Code", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3955994cba59d11e0a70fac599058b8293cd9553 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-934f-7392-bcb9-4d5cc874f34e"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0dc5876fe228182a1bd06b24291a593d723e68f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-934f-7392-bcb9-4d5cc874f34e"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1bec68d1d3427b4f0ad3b149df7b45c47c635c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-a50f-7c83-96fc-43840c66e78b"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..56d6caa05f5d37b08800628633595e546b3c6fda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-a50f-7c83-96fc-43840c66e78b"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/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/m11/artifacts/v2q_m11_71cbca344c0207ab/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/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/m11/artifacts/v2q_m11_71cbca344c0207ab/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09358904004424b9e0556bd0e366b77bbfb3ba72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:27:45.494071+00:00", + "ended_at": "2026-05-19T16:27:53.744412+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_71cbca344c0207ab", + "problem_id": "v2p_m11_ea8f039e77981429", + "dataset_id": "m11", + "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=Region_Code.", + "bindings": { + "measure_col": "Region_Code", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_71cbca344c0207ab/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f69b833bd804007cd4978fd9ed9370d15d9155b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_71cbca344c0207ab/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:49.006097+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": 3493.6, "started_at": "2026-05-19T16:27:45.510975+00:00", "ended_at": "2026-05-19T16:27:49.004811+00:00", "prompt_metrics": {"chars": 7733, "bytes_utf8": 7733, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-934f-7392-bcb9-4d5cc874f34e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:27:53.744301+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": 3735.91, "started_at": "2026-05-19T16:27:50.007348+00:00", "ended_at": "2026-05-19T16:27:53.743316+00:00", "prompt_metrics": {"chars": 7733, "bytes_utf8": 7733, "lines": 238, "estimated_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-a50f-7c83-96fc-43840c66e78b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_721c3878c28924b3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_721c3878c28924b3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9931b46e6e0f1e06c10ab4788e8b5ac2c383a60d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_721c3878c28924b3/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:31:51.566296+00:00", + "ended_at": "2026-05-19T16:31:59.754670+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_721c3878c28924b3", + "problem_id": "v2p_m11_792f335a49549775", + "dataset_id": "m11", + "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=Response, measure_col=Age.", + "bindings": { + "group_col": "Response", + "measure_col": "Age", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=1/2", + "binding_index=139" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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/m11/artifacts/v2q_m11_721c3878c28924b3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_721c3878c28924b3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..048e2b6bb87380e830d97a40963a5c7888b1e75a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_721c3878c28924b3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:31:54.989289+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": 3402.26, "started_at": "2026-05-19T16:31:51.586060+00:00", "ended_at": "2026-05-19T16:31:54.988357+00:00", "prompt_metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-54b4-7403-b3ab-2dc5830f3cde\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:31:59.754525+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": 3761.66, "started_at": "2026-05-19T16:31:55.991160+00:00", "ended_at": "2026-05-19T16:31:59.752885+00:00", "prompt_metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-65e7-7441-a517-4d7e0e32cc5f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9327587aac0b7809bbb2d662f2c86a5eeb3def09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/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": "2026-05-19T16:09:38.881286+00:00", + "ended_at": "2026-05-19T16:09:41.893822+00:00", + "elapsed_ms": 3012.51, + "returncode": 1, + "prompt_metrics": { + "chars": 7794, + "bytes_utf8": 7794, + "lines": 240, + "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/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..25ec42ce0e02461e0f9af5ecbb28e89f91f2b611 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/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": "2026-05-19T16:09:42.896160+00:00", + "ended_at": "2026-05-19T16:09:46.038905+00:00", + "elapsed_ms": 3142.72, + "returncode": 1, + "prompt_metrics": { + "chars": 7794, + "bytes_utf8": 7794, + "lines": 240, + "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/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92f220f923c0f405d6426cbf71767b844d22d20e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Vehicle_Damage, measure_col=id.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Vehicle_Damage", + "measure_col": "id", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..92f220f923c0f405d6426cbf71767b844d22d20e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Vehicle_Damage, measure_col=id.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Vehicle_Damage", + "measure_col": "id", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd466801bd15d53bba782a86ae8082c140138f19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-fe79-7c82-8170-92ec51c042ee"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be50f94790ae1afd9382f555fe17729d544334f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-fe79-7c82-8170-92ec51c042ee"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e44fa075b31c9e5661dc14fbb49397aceaf2ffc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-0e05-7542-b265-1b02e9628bbb"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c041dc2d0c179c279d9e32bc0ac555f4e5f06b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4100-0e05-7542-b265-1b02e9628bbb"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/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/m11/artifacts/v2q_m11_749691ea0b266af8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/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/m11/artifacts/v2q_m11_749691ea0b266af8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..466249e5b39bd4d4585da08f6bacdf98351cb732 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:09:38.869844+00:00", + "ended_at": "2026-05-19T16:09:46.039715+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_749691ea0b266af8", + "problem_id": "v2p_m11_081a644842fb6447", + "dataset_id": "m11", + "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=Vehicle_Damage, measure_col=id.", + "bindings": { + "group_col": "Vehicle_Damage", + "measure_col": "id", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_749691ea0b266af8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90898a2b4175ae4e8652d50fb27b77c29d39d184 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_749691ea0b266af8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:41.894535+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": 3012.51, "started_at": "2026-05-19T16:09:38.881286+00:00", "ended_at": "2026-05-19T16:09:41.893822+00:00", "prompt_metrics": {"chars": 7794, "bytes_utf8": 7794, "lines": 240, "estimated_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-fe79-7c82-8170-92ec51c042ee\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:09:46.039633+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": 3142.72, "started_at": "2026-05-19T16:09:42.896160+00:00", "ended_at": "2026-05-19T16:09:46.038905+00:00", "prompt_metrics": {"chars": 7794, "bytes_utf8": 7794, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-0e05-7542-b265-1b02e9628bbb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_76b66e8018ebb098/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_76b66e8018ebb098/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c9e5557b13edaee96dd0201cd2676c511fe3a50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_76b66e8018ebb098/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:25:13.747734+00:00", + "ended_at": "2026-05-19T16:25:23.058159+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_76b66e8018ebb098", + "problem_id": "v2p_m11_6342d77a94826509", + "dataset_id": "m11", + "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=Response, condition_col=Vehicle_Age.", + "bindings": { + "group_col": "Response", + "condition_col": "Vehicle_Age", + "condition_value": "< 1 Year", + "positive_value": "1-2 Year", + "negative_value": "< 1 Year", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_76b66e8018ebb098/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_76b66e8018ebb098/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97a00f043ccb5bb1aab918bf5c25e03a067a1059 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_76b66e8018ebb098/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:17.765431+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": 3995.85, "started_at": "2026-05-19T16:25:13.768058+00:00", "ended_at": "2026-05-19T16:25:17.763966+00:00", "prompt_metrics": {"chars": 8063, "bytes_utf8": 8063, "lines": 243, "estimated_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-429e-7ad3-b19a-63450d64a537\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:25:23.058032+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": 4289.73, "started_at": "2026-05-19T16:25:18.766953+00:00", "ended_at": "2026-05-19T16:25:23.056776+00:00", "prompt_metrics": {"chars": 8063, "bytes_utf8": 8063, "lines": 243, "estimated_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-563d-70d2-87df-90da22918a65\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ef0ec04e46742f6c33fff93c6e050231e21dd283 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7a29bf71458d836f/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": "2026-05-19T16:13:10.162945+00:00", + "ended_at": "2026-05-19T16:13:13.672102+00:00", + "elapsed_ms": 3509.13, + "returncode": 1, + "prompt_metrics": { + "chars": 8178, + "bytes_utf8": 8178, + "lines": 242, + "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/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6f3343e6899c67321058da35ea0e209b277480e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7a29bf71458d836f/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": "2026-05-19T16:13:14.674189+00:00", + "ended_at": "2026-05-19T16:13:17.888767+00:00", + "elapsed_ms": 3214.55, + "returncode": 1, + "prompt_metrics": { + "chars": 8178, + "bytes_utf8": 8178, + "lines": 242, + "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/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20cede709112a4cbb699b434417c5375bd53d440 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Age, measure_col=Age.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Age", + "measure_col": "Age", + "item_col": "Region_Code", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..20cede709112a4cbb699b434417c5375bd53d440 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,242 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Age, measure_col=Age.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Age", + "measure_col": "Age", + "item_col": "Region_Code", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba61b8045c2783e7f6bf7129b85b43cb1533a5d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-377e-7b80-a2d7-a197b9ac20cd"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9aab33d57516352518125090ba20a8bb244db9fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-377e-7b80-a2d7-a197b9ac20cd"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f4ecf53ea0c662021c67ec5c84f47045392ac01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-4936-7683-8735-3fcd6e1fc3ad"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..25c825d8a1a179905667a342b8d32d7db955cc9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-4936-7683-8735-3fcd6e1fc3ad"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7a29bf71458d836f/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/m11/artifacts/v2q_m11_7a29bf71458d836f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7a29bf71458d836f/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/m11/artifacts/v2q_m11_7badb766e4c68962/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7badb766e4c68962/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..341019a72c289ba079e8460e1b528c6afda8455b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7badb766e4c68962/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:18.472668+00:00", + "ended_at": "2026-05-19T16:32:26.370216+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_7badb766e4c68962", + "problem_id": "v2p_m11_0ff8558db5c3d1c5", + "dataset_id": "m11", + "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=Gender, measure_col=Region_Code.", + "bindings": { + "group_col": "Gender", + "measure_col": "Region_Code", + "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": 20.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_7badb766e4c68962/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7badb766e4c68962/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5df814428fdbd762c488e5eadbb7ef335460bf22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7badb766e4c68962/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:32:21.993875+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": 3501.57, "started_at": "2026-05-19T16:32:18.491275+00:00", "ended_at": "2026-05-19T16:32:21.992889+00:00", "prompt_metrics": {"chars": 7878, "bytes_utf8": 7878, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-bdb3-7091-932b-d284e0dc9782\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:32:26.370020+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": 3372.26, "started_at": "2026-05-19T16:32:22.996214+00:00", "ended_at": "2026-05-19T16:32:26.368551+00:00", "prompt_metrics": {"chars": 7878, "bytes_utf8": 7878, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-cf33-73e0-8a73-b37de91f6467\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9b2832d55fa6439e08ebd20ca5f1c3926ca8240e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7e15520012805a93/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": "2026-05-19T16:29:43.004743+00:00", + "ended_at": "2026-05-19T16:29:46.392333+00:00", + "elapsed_ms": 3387.54, + "returncode": 1, + "prompt_metrics": { + "chars": 7803, + "bytes_utf8": 7803, + "lines": 238, + "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/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dd8b3c20b65a3615906f924425319ada56100dee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7e15520012805a93/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": "2026-05-19T16:29:47.394396+00:00", + "ended_at": "2026-05-19T16:29:50.476765+00:00", + "elapsed_ms": 3082.32, + "returncode": 1, + "prompt_metrics": { + "chars": 7803, + "bytes_utf8": 7803, + "lines": 238, + "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/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2eed2f6e799c73fedb20652c71355f141bf1d72d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Policy_Sales_Channel.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Policy_Sales_Channel", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2eed2f6e799c73fedb20652c71355f141bf1d72d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Policy_Sales_Channel.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Policy_Sales_Channel", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..13696a6154b4b2b97cd1c155b85e6eae26a11d84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-5e4b-7540-b972-981bc655c094"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cad09d6e36492932e1010c3044a02289c02538a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-5e4b-7540-b972-981bc655c094"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a90be702b9293fbe1d1f3764bf0c66e8eb3868b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-6f6b-7920-952b-9eac70db5453"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..85d6fb8a8c7ee13289d3242a6f91ec1fb1ecfd14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-6f6b-7920-952b-9eac70db5453"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7e15520012805a93/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/m11/artifacts/v2q_m11_7e15520012805a93/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7e15520012805a93/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/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7c126db6860430f089a3acbfdde42cbae6af9ea8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:24.640545+00:00", + "ended_at": "2026-05-19T16:14:27.281413+00:00", + "elapsed_ms": 2640.85, + "returncode": 1, + "prompt_metrics": { + "chars": 8633, + "bytes_utf8": 8633, + "lines": 243, + "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/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c33511c749b9052b052ace6642eecad08e2ec44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:28.282854+00:00", + "ended_at": "2026-05-19T16:14:31.138951+00:00", + "elapsed_ms": 2856.06, + "returncode": 1, + "prompt_metrics": { + "chars": 8633, + "bytes_utf8": 8633, + "lines": 243, + "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/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0334b57fa2d0018f2a231cdc9e11c09c0b42a36b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Policy_Sales_Channel, condition_col=Driving_License.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Policy_Sales_Channel", + "condition_col": "Driving_License", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0334b57fa2d0018f2a231cdc9e11c09c0b42a36b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,243 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Policy_Sales_Channel, condition_col=Driving_License.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Policy_Sales_Channel", + "condition_col": "Driving_License", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..22a2aad0c5486b6e220d1ebc6767c9f8408d52a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-5a79-74f0-a983-2d062fb45f99"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..98c301cb07381ee8d7184ce7dacae216431a6f98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-5a79-74f0-a983-2d062fb45f99"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed20ad0f694997d56c7426108b9de391379c399d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-68e4-7d91-af5e-7ce2dcbbc20c"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d71a7a8f9d353244cf495d0900bc4edeaf975add --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-68e4-7d91-af5e-7ce2dcbbc20c"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7fb21f3136667084/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/m11/artifacts/v2q_m11_7fb21f3136667084/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_7fb21f3136667084/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/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d344877ed4a10237cfeaed691e4a549ac0de8d82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_812f2070aba1adfe/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": "2026-05-19T16:23:36.919970+00:00", + "ended_at": "2026-05-19T16:23:40.184611+00:00", + "elapsed_ms": 3264.57, + "returncode": 1, + "prompt_metrics": { + "chars": 7952, + "bytes_utf8": 7952, + "lines": 240, + "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/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..19261460313379a83ebdc97a31036edf42a05dbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_812f2070aba1adfe/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": "2026-05-19T16:23:41.187557+00:00", + "ended_at": "2026-05-19T16:23:44.646160+00:00", + "elapsed_ms": 3458.53, + "returncode": 1, + "prompt_metrics": { + "chars": 7952, + "bytes_utf8": 7952, + "lines": 240, + "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/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcf636704ea7bb8e33413713d6969143c100674c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Age, measure_col=Age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Age", + "measure_col": "Age", + "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": 46.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcf636704ea7bb8e33413713d6969143c100674c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Age, measure_col=Age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Age", + "measure_col": "Age", + "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": 46.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..61a8bf07f23b525c139d7f7dd2981cbb12aa11e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-c84a-7702-929b-4ab694322158"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b94077d6de6ccef0b43096ee6385e898ce566428 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-c84a-7702-929b-4ab694322158"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3653df2297e16131d8f06a444ef89a10df0daa1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-d8f1-7830-960e-1532ffdf17df"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a60197f03c95282081a7cc5efc34eb90b053c1af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-d8f1-7830-960e-1532ffdf17df"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_812f2070aba1adfe/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/m11/artifacts/v2q_m11_812f2070aba1adfe/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_812f2070aba1adfe/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/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..03ff18befcf39632f385baf0e67b52ab530a33a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81843a68ee6d078f/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": "2026-05-19T16:24:49.619255+00:00", + "ended_at": "2026-05-19T16:24:53.315921+00:00", + "elapsed_ms": 3696.62, + "returncode": 1, + "prompt_metrics": { + "chars": 8058, + "bytes_utf8": 8058, + "lines": 243, + "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/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7be9f37ff19e5966eb94f140cd5a3a8fbee13366 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81843a68ee6d078f/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": "2026-05-19T16:24:54.318376+00:00", + "ended_at": "2026-05-19T16:24:57.699076+00:00", + "elapsed_ms": 3380.64, + "returncode": 1, + "prompt_metrics": { + "chars": 8058, + "bytes_utf8": 8058, + "lines": 243, + "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/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aebc6fab205df3559457a4bdfad5350a84cf4b6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Vintage, condition_col=Previously_Insured.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Vintage", + "condition_col": "Previously_Insured", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..aebc6fab205df3559457a4bdfad5350a84cf4b6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,243 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Vintage, condition_col=Previously_Insured.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Vintage", + "condition_col": "Previously_Insured", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d707ed38e0a856db1c886e77e65a81088bc72a74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-e43e-7ba3-91b9-061227b89d99"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e188b89b04dd1c1002e6e5a74a4e4f2870bc0cad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-e43e-7ba3-91b9-061227b89d99"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0f40c1c1a5bf79c0df1a6cf379d9a0eea1a16a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-f6b3-7353-8063-97d7616aee6f"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea907505ef96165dcd8937ffe0376cb97dab082a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-f6b3-7353-8063-97d7616aee6f"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81843a68ee6d078f/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/m11/artifacts/v2q_m11_81843a68ee6d078f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81843a68ee6d078f/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/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d4cc5450149ed48d767fc54bb9b925e4313a0c05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:17:26.727453+00:00", + "ended_at": "2026-05-19T16:17:30.089463+00:00", + "elapsed_ms": 3361.97, + "returncode": 1, + "prompt_metrics": { + "chars": 7986, + "bytes_utf8": 7986, + "lines": 238, + "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/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..df5a50139750d3b8ecca75c87a522065fcba69ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81df30d379d99f09/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": "2026-05-19T16:17:31.091725+00:00", + "ended_at": "2026-05-19T16:17:34.586127+00:00", + "elapsed_ms": 3494.34, + "returncode": 1, + "prompt_metrics": { + "chars": 7986, + "bytes_utf8": 7986, + "lines": 238, + "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/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07d69776987dd353af66bb41ad2bfc1de68e9201 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Policy_Sales_Channel.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Policy_Sales_Channel", + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..07d69776987dd353af66bb41ad2bfc1de68e9201 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Policy_Sales_Channel.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Policy_Sales_Channel", + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bd4cb433ac4d3031cee674c1c53773e36d9a933 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-2232-7d93-a985-16f60f2faeb2"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..65bd40e5eb45ccd0fb17e6042190ad836dc5645a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-2232-7d93-a985-16f60f2faeb2"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0602609f13f1955844df45d7dbb80c35c50bce7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-3359-7e01-b6be-6fb2c4b13ec8"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6867a46033ab376cf9a27f182ee65028943b0ad8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-3359-7e01-b6be-6fb2c4b13ec8"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81df30d379d99f09/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/m11/artifacts/v2q_m11_81df30d379d99f09/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81df30d379d99f09/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/m11/artifacts/v2q_m11_81e30b671b06bdaf/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81e30b671b06bdaf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5eac89eaa3e5b4bdeca6c287c119219344c429b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81e30b671b06bdaf/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "256", "support": 1418, "support_share": 0.003720720318858909, "support_rank": 1}, {"value_label": "73", "support": 1410, "support_share": 0.003699728948935869, "support_rank": 2}, {"value_label": "282", "support": 1397, "support_share": 0.003665617972810928, "support_rank": 3}, {"value_label": "158", "support": 1394, "support_share": 0.003657746209089788, "support_rank": 4}, {"value_label": "187", "support": 1392, "support_share": 0.003652498366609028, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81e30b671b06bdaf/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81e30b671b06bdaf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0546252b068ad418ce8f695f24f023451b00b669 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81e30b671b06bdaf/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: m11 +-- 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_m11_81e30b671b06bdaf +-- problem_id: v2p_m11_cc3238c6d2d8545c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Vintage" AS value_label, COUNT(*) AS support + FROM "m11" + GROUP BY "Vintage" +) +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/m11/artifacts/v2q_m11_81e30b671b06bdaf/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81e30b671b06bdaf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38773e3f54d7cb5b1aecd03d2162180e2e0706d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81e30b671b06bdaf/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: m11\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_m11_81e30b671b06bdaf\n-- problem_id: v2p_m11_cc3238c6d2d8545c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Vintage\" AS value_label, COUNT(*) AS support\n FROM \"m11\"\n GROUP BY \"Vintage\"\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: m11\\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_m11_81e30b671b06bdaf\\n-- problem_id: v2p_m11_cc3238c6d2d8545c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Vintage\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m11\\\"\\n GROUP BY \\\"Vintage\\\"\\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\": \"256\", \"support\": 1418, \"support_share\": 0.003720720318858909, \"support_rank\": 1}, {\"value_label\": \"73\", \"support\": 1410, \"support_share\": 0.003699728948935869, \"support_rank\": 2}, {\"value_label\": \"282\", \"support\": 1397, \"support_share\": 0.003665617972810928, \"support_rank\": 3}, {\"value_label\": \"158\", \"support\": 1394, \"support_share\": 0.003657746209089788, \"support_rank\": 4}, {\"value_label\": \"187\", \"support\": 1392, \"support_share\": 0.003652498366609028, \"support_rank\": 5}, {\"value_label\": \"160\", \"support\": 1388, \"support_share\": 0.0036420026816475076, \"support_rank\": 6}, {\"value_label\": \"226\", \"support\": 1388, \"support_share\": 0.0036420026816475076, \"support_rank\": 7}, {\"value_label\": \"31\", \"support\": 1388, \"support_share\": 0.0036420026816475076, \"support_rank\": 8}, {\"value_label\": \"131\", \"support\": 1387, \"support_share\": 0.0036393787604071274, \"support_rank\": 9}, {\"value_label\": \"245\", \"support\": 1387, \"support_share\": 0.0036393787604071274, \"support_rank\": 10}, {\"value_label\": \"126\", \"support\": 1386, \"support_share\": 0.0036367548391667477, \"support_rank\": 11}, {\"value_label\": \"232\", \"support\": 1386, \"support_share\": 0.0036367548391667477, \"support_rank\": 12}, {\"value_label\": \"298\", \"support\": 1384, \"support_share\": 0.0036315069966859873, \"support_rank\": 13}, {\"value_label\": \"103\", \"support\": 1383, \"support_share\": 0.0036288830754456075, \"support_rank\": 14}, {\"value_label\": \"191\", \"support\": 1383, \"support_share\": 0.0036288830754456075, \"support_rank\": 15}, {\"value_label\": \"215\", \"support\": 1382, \"support_share\": 0.0036262591542052273, \"support_rank\": 16}, {\"value_label\": \"27\", \"support\": 1382, \"support_share\": 0.0036262591542052273, \"support_rank\": 17}, {\"value_label\": \"24\", \"support\": 1379, \"support_share\": 0.003618387390484087, \"support_rank\": 18}, {\"value_label\": \"65\", \"support\": 1379, \"support_share\": 0.003618387390484087, \"support_rank\": 19}, {\"value_label\": \"54\", \"support\": 1378, \"support_share\": 0.0036157634692437074, \"support_rank\": 20}, {\"value_label\": \"130\", \"support\": 1376, \"support_share\": 0.003610515626762947, \"support_rank\": 21}, {\"value_label\": \"197\", \"support\": 1375, \"support_share\": 0.0036078917055225672, \"support_rank\": 22}, {\"value_label\": \"63\", \"support\": 1375, \"support_share\": 0.0036078917055225672, \"support_rank\": 23}, {\"value_label\": \"37\", \"support\": 1373, \"support_share\": 0.003602643863041807, \"support_rank\": 24}, {\"value_label\": \"42\", \"support\": 1372, \"support_share\": 0.003600019941801427, \"support_rank\": 25}, {\"value_label\": \"249\", \"support\": 1370, \"support_share\": 0.0035947720993206667, \"support_rank\": 26}, {\"value_label\": \"74\", \"support\": 1368, \"support_share\": 0.0035895242568399067, \"support_rank\": 27}, {\"value_label\": \"284\", \"support\": 1367, \"support_share\": 0.0035869003355995265, \"support_rank\": 28}, {\"value_label\": \"117\", \"support\": 1366, \"support_share\": 0.0035842764143591468, \"support_rank\": 29}, {\"value_label\": \"34\", \"support\": 1366, \"support_share\": 0.0035842764143591468, \"support_rank\": 30}, {\"value_label\": \"76\", \"support\": 1365, \"support_share\": 0.0035816524931187666, \"support_rank\": 31}, {\"value_label\": \"228\", \"support\": 1364, \"support_share\": 0.0035790285718783864, \"support_rank\": 32}, {\"value_label\": \"263\", \"support\": 1364, \"support_share\": 0.0035790285718783864, \"support_rank\": 33}, {\"value_label\": \"80\", \"support\": 1364, \"support_share\": 0.0035790285718783864, \"support_rank\": 34}, {\"value_label\": \"292\", \"support\": 1363, \"support_share\": 0.0035764046506380066, \"support_rank\": 35}, {\"value_label\": \"110\", \"support\": 1362, \"support_share\": 0.0035737807293976264, \"support_rank\": 36}, {\"value_label\": \"92\", \"support\": 1362, \"support_share\": 0.0035737807293976264, \"support_rank\": 37}, {\"value_label\": \"165\", \"support\": 1361, \"support_share\": 0.0035711568081572462, \"support_rank\": 38}, {\"value_label\": \"248\", \"support\": 1361, \"support_share\": 0.0035711568081572462, \"support_rank\": 39}, {\"value_label\": \"195\", \"support\": 1360, \"support_share\": 0.0035685328869168665, \"support_rank\": 40}, {\"value_label\": \"83\", \"support\": 1359, \"support_share\": 0.0035659089656764863, \"support_rank\": 41}, {\"value_label\": \"241\", \"support\": 1358, \"support_share\": 0.003563285044436106, \"support_rank\": 42}, {\"value_label\": \"77\", \"support\": 1358, \"support_share\": 0.003563285044436106, \"support_rank\": 43}, {\"value_label\": \"113\", \"support\": 1357, \"support_share\": 0.0035606611231957263, \"support_rank\": 44}, {\"value_label\": \"250\", \"support\": 1357, \"support_share\": 0.0035606611231957263, \"support_rank\": 45}, {\"value_label\": \"56\", \"support\": 1357, \"support_share\": 0.0035606611231957263, \"support_rank\": 46}, {\"value_label\": \"144\", \"support\": 1356, \"support_share\": 0.003558037201955346, \"support_rank\": 47}, {\"value_label\": \"219\", \"support\": 1356, \"support_share\": 0.003558037201955346, \"support_rank\": 48}, {\"value_label\": \"200\", \"support\": 1355, \"support_share\": 0.003555413280714966, \"support_rank\": 49}, {\"value_label\": \"84\", \"support\": 1354, \"support_share\": 0.003552789359474586, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 210.42}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81e30b671b06bdaf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81e30b671b06bdaf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..46889948dcb9e5776dbd53ab15ee05da15508617 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81e30b671b06bdaf/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:29.280834+00:00", + "ended_at": "2026-05-19T16:32:29.493665+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_81e30b671b06bdaf", + "problem_id": "v2p_m11_cc3238c6d2d8545c", + "dataset_id": "m11", + "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=Vintage.", + "bindings": { + "group_col": "Vintage" + }, + "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/m11/sql/v2q_m11_81e30b671b06bdaf.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/m11/artifacts/v2q_m11_81e30b671b06bdaf/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81e30b671b06bdaf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_81e30b671b06bdaf/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/m11/artifacts/v2q_m11_83563c8bd5edb670/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_83563c8bd5edb670/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a9b9e45ff5a1884da19c75dcbee2284cf589b084 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_83563c8bd5edb670/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:29:12.594614+00:00", + "ended_at": "2026-05-19T16:29:20.577792+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_83563c8bd5edb670", + "problem_id": "v2p_m11_694ea4d18a80c8bb", + "dataset_id": "m11", + "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=Vehicle_Age.", + "bindings": { + "group_col": "Vehicle_Age", + "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": 71.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_83563c8bd5edb670/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_83563c8bd5edb670/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f765b20df9f4ea1e744db05209a18ea419dd3df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_83563c8bd5edb670/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:15.900144+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": 3285.2, "started_at": "2026-05-19T16:29:12.613723+00:00", "ended_at": "2026-05-19T16:29:15.898973+00:00", "prompt_metrics": {"chars": 7785, "bytes_utf8": 7785, "lines": 238, "estimated_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-e7cc-7b02-8653-72818da1b1bd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:29:20.577680+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": 3674.33, "started_at": "2026-05-19T16:29:16.902249+00:00", "ended_at": "2026-05-19T16:29:20.576649+00:00", "prompt_metrics": {"chars": 7785, "bytes_utf8": 7785, "lines": 238, "estimated_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-f86d-7ce0-891d-0af8ccc36078\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_8514566335b6814e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8514566335b6814e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d9ecdf2f7cabf469a8a422d6e0bf3410f77182f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8514566335b6814e/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:29:50.478382+00:00", + "ended_at": "2026-05-19T16:29:58.674171+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_8514566335b6814e", + "problem_id": "v2p_m11_20238b9defe3d322", + "dataset_id": "m11", + "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=Policy_Sales_Channel.", + "bindings": { + "group_col": "Policy_Sales_Channel", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_8514566335b6814e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8514566335b6814e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c0ffc2b1f732331f842ae0251273506a8a8f05e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8514566335b6814e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:54.185211+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": 3686.17, "started_at": "2026-05-19T16:29:50.498079+00:00", "ended_at": "2026-05-19T16:29:54.184286+00:00", "prompt_metrics": {"chars": 7805, "bytes_utf8": 7805, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-7baa-7ef3-a088-9c00f5134e29\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:29:58.674053+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": 3486.63, "started_at": "2026-05-19T16:29:55.186285+00:00", "ended_at": "2026-05-19T16:29:58.672970+00:00", "prompt_metrics": {"chars": 7805, "bytes_utf8": 7805, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-8e0b-73c3-8393-3225516f9202\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dd2eecb71563e0085d7ecd6bccfda257f7fd8363 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8527f97900fdc723/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": "2026-05-19T16:16:36.593276+00:00", + "ended_at": "2026-05-19T16:16:44.538563+00:00", + "elapsed_ms": 7945.22, + "returncode": 1, + "prompt_metrics": { + "chars": 8120, + "bytes_utf8": 8120, + "lines": 244, + "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/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ad2ebf8fca6dca3882033f9115878d078a8ecbe0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8527f97900fdc723/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": "2026-05-19T16:16:45.541724+00:00", + "ended_at": "2026-05-19T16:16:51.328053+00:00", + "elapsed_ms": 5786.22, + "returncode": 1, + "prompt_metrics": { + "chars": 8120, + "bytes_utf8": 8120, + "lines": 244, + "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/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..10b82c8517a3012a3a9a104ce1c82fa3c333d7af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Age, group_col_2=Previously_Insured.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Age", + "group_col_2": "Previously_Insured", + "predicate_col": "Annual_Premium", + "predicate_op": ">=", + "predicate_value": 51539.0, + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..10b82c8517a3012a3a9a104ce1c82fa3c333d7af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,244 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Age, group_col_2=Previously_Insured.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Age", + "group_col_2": "Previously_Insured", + "predicate_col": "Annual_Premium", + "predicate_op": ">=", + "predicate_value": 51539.0, + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..98704043b99fc74a139f8baff0073b76d838a301 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-5e5e-7693-803d-dfa2765e3b3f"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0eb163b145cea66ba55d16b8558bb86714afdc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-5e5e-7693-803d-dfa2765e3b3f"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c69d6bc790365a57fbd46be2a165da94cc32900 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-8189-7e02-b8b1-0e11513f660d"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..70032b2a3f61441e5290dfbe7ca5f655a924dcaf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-8189-7e02-b8b1-0e11513f660d"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8527f97900fdc723/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/m11/artifacts/v2q_m11_8527f97900fdc723/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8527f97900fdc723/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/m11/artifacts/v2q_m11_8834a732f16ff060/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8834a732f16ff060/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5e884daa0e88cc5f9729f9eacceb122e85921bd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8834a732f16ff060/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:12:00.873688+00:00", + "ended_at": "2026-05-19T16:12:09.395691+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_8834a732f16ff060", + "problem_id": "v2p_m11_8278bb74c617fc8b", + "dataset_id": "m11", + "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=Vehicle_Damage, measure_col=Region_Code.", + "bindings": { + "group_col": "Vehicle_Damage", + "measure_col": "Region_Code", + "item_col": "Annual_Premium", + "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": 20.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=2/2", + "binding_index=26" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "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/m11/artifacts/v2q_m11_8834a732f16ff060/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8834a732f16ff060/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae21faa57d0c2a6cbe131b7b92cb797e7c8da4a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8834a732f16ff060/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:04.604498+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": 3718.94, "started_at": "2026-05-19T16:12:00.884886+00:00", "ended_at": "2026-05-19T16:12:04.603847+00:00", "prompt_metrics": {"chars": 8222, "bytes_utf8": 8222, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-28e5-7b61-ac4a-6eb97856c59a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:12:09.395605+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": 3788.96, "started_at": "2026-05-19T16:12:05.605893+00:00", "ended_at": "2026-05-19T16:12:09.394897+00:00", "prompt_metrics": {"chars": 8222, "bytes_utf8": 8222, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-3b6d-7fc2-acd0-071a6adb09d4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_8a3460e94d70db06/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8a3460e94d70db06/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4ac436fc5808ad36fbaf00ae5e5c814757674225 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8a3460e94d70db06/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:15:25.950920+00:00", + "ended_at": "2026-05-19T16:15:32.730642+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_8a3460e94d70db06", + "problem_id": "v2p_m11_cbff4aa5790e688c", + "dataset_id": "m11", + "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=Gender, group_col_2=Previously_Insured.", + "bindings": { + "group_col": "Gender", + "group_col_2": "Previously_Insured", + "predicate_col": "id", + "predicate_op": ">=", + "predicate_value": 340589.0, + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_8a3460e94d70db06/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8a3460e94d70db06/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..edf0490e16b5ae9ab4d0776329de359c9a56ee01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8a3460e94d70db06/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:28.793109+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": 2828.83, "started_at": "2026-05-19T16:15:25.963413+00:00", "ended_at": "2026-05-19T16:15:28.792282+00:00", "prompt_metrics": {"chars": 8119, "bytes_utf8": 8119, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-4a01-75b3-a668-6df2bcbd6674\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:15:32.730555+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": 2935.73, "started_at": "2026-05-19T16:15:29.794073+00:00", "ended_at": "2026-05-19T16:15:32.729840+00:00", "prompt_metrics": {"chars": 8119, "bytes_utf8": 8119, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-5908-7233-984f-a8f1e16c0ba8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_8a48e195df29866b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8a48e195df29866b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ed8d4a6a0ca9aa3ed1abea4f4199b9f23b71dd21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8a48e195df29866b/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:22:14.336338+00:00", + "ended_at": "2026-05-19T16:22:31.631465+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_8a48e195df29866b", + "problem_id": "v2p_m11_d028a8b2fff5e336", + "dataset_id": "m11", + "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=Policy_Sales_Channel, measure_col=Annual_Premium.", + "bindings": { + "group_col": "Policy_Sales_Channel", + "measure_col": "Annual_Premium", + "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": 43912.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_8a48e195df29866b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8a48e195df29866b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f377ea8aa2bc4320580bd704ed0ec59a8ec8fb9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8a48e195df29866b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:19.645841+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": 5291.11, "started_at": "2026-05-19T16:22:14.353666+00:00", "ended_at": "2026-05-19T16:22:19.644816+00:00", "prompt_metrics": {"chars": 8011, "bytes_utf8": 8011, "lines": 240, "estimated_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-85a7-7223-ab3d-f140be5db95b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:22:31.631354+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": 10982.67, "started_at": "2026-05-19T16:22:20.647563+00:00", "ended_at": "2026-05-19T16:22:31.630299+00:00", "prompt_metrics": {"chars": 8011, "bytes_utf8": 8011, "lines": 240, "estimated_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-9e53-7e81-89ae-6e490f595bb0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_8a63e86f04041129/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8a63e86f04041129/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd2bb2df7c165e71eaf7dbb5ce2528052f5a3e34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8a63e86f04041129/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:19:18.032976+00:00", + "ended_at": "2026-05-19T16:19:25.157659+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_8a63e86f04041129", + "problem_id": "v2p_m11_b3718477a981497c", + "dataset_id": "m11", + "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=Vehicle_Damage, measure_col=Policy_Sales_Channel.", + "bindings": { + "group_col": "Vehicle_Damage", + "measure_col": "Policy_Sales_Channel", + "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": 140.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_8a63e86f04041129/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8a63e86f04041129/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69defbfdf66018caefda46583168619f34751820 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8a63e86f04041129/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:21.071627+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": 3027.58, "started_at": "2026-05-19T16:19:18.043128+00:00", "ended_at": "2026-05-19T16:19:21.070732+00:00", "prompt_metrics": {"chars": 8385, "bytes_utf8": 8385, "lines": 240, "estimated_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-d4d3-7450-a361-7fbc592261ba\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:19:25.157564+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": 3084.1, "started_at": "2026-05-19T16:19:22.072637+00:00", "ended_at": "2026-05-19T16:19:25.156762+00:00", "prompt_metrics": {"chars": 8385, "bytes_utf8": 8385, "lines": 240, "estimated_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-e454-7cb1-9004-7c3a574514d0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_8b97403b40f778e5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8b97403b40f778e5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5a4acbc759ef2aa904eb45d5a802625f1009bbf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8b97403b40f778e5/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:21:04.468782+00:00", + "ended_at": "2026-05-19T16:21:23.910579+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_8b97403b40f778e5", + "problem_id": "v2p_m11_e5c3ed8c37e8f976", + "dataset_id": "m11", + "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=Previously_Insured, measure_col=id.", + "bindings": { + "group_col": "Previously_Insured", + "measure_col": "id", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=1/2", + "binding_index=84" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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/m11/artifacts/v2q_m11_8b97403b40f778e5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8b97403b40f778e5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d87787c76be77aabc7ff84074edba55327f374a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8b97403b40f778e5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:19.602234+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": 15122.22, "started_at": "2026-05-19T16:21:04.479228+00:00", "ended_at": "2026-05-19T16:21:19.601484+00:00", "prompt_metrics": {"chars": 7981, "bytes_utf8": 7981, "lines": 240, "estimated_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-748f-7a40-9d6a-1e4d79220550\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:21:23.910491+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": 3305.82, "started_at": "2026-05-19T16:21:20.603886+00:00", "ended_at": "2026-05-19T16:21:23.909752+00:00", "prompt_metrics": {"chars": 7981, "bytes_utf8": 7981, "lines": 240, "estimated_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-b386-7972-8244-a1f225d7edb4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1f93045cab2e066eef019de43e6dda0c5ef8877e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8c5f957515432c81/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": "2026-05-19T16:16:10.237456+00:00", + "ended_at": "2026-05-19T16:16:13.449735+00:00", + "elapsed_ms": 3212.23, + "returncode": 1, + "prompt_metrics": { + "chars": 8104, + "bytes_utf8": 8104, + "lines": 244, + "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/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..78a658bfe86a838b1f573de94cfc50764ca94e06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8c5f957515432c81/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": "2026-05-19T16:16:14.452617+00:00", + "ended_at": "2026-05-19T16:16:17.918648+00:00", + "elapsed_ms": 3465.97, + "returncode": 1, + "prompt_metrics": { + "chars": 8104, + "bytes_utf8": 8104, + "lines": 244, + "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/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c50a7304a8ddc7163616b1b713a47f0f6330cd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Gender, group_col_2=Response.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Gender", + "group_col_2": "Response", + "predicate_col": "Previously_Insured", + "predicate_op": "=", + "predicate_value": "1", + "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": 71.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c50a7304a8ddc7163616b1b713a47f0f6330cd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,244 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Gender, group_col_2=Response.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Gender", + "group_col_2": "Response", + "predicate_col": "Previously_Insured", + "predicate_op": "=", + "predicate_value": "1", + "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": 71.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..efb05d6fc5961c5d39014fb8aa045604ec045a5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-f76f-70a3-bc0c-70049aa7ae74"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..745e370360e7aef6fc415af8c496428219bace03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-f76f-70a3-bc0c-70049aa7ae74"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..edfacb7e092b5cda80307a357f70032fd3f23ce5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-07ee-77c3-b2b0-aed1cc9831f7"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfd594d97555d9c66a2d59d317826fac0b4a58a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-07ee-77c3-b2b0-aed1cc9831f7"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8c5f957515432c81/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/m11/artifacts/v2q_m11_8c5f957515432c81/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8c5f957515432c81/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/m11/artifacts/v2q_m11_8d910d92e135c754/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8d910d92e135c754/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae65a290aafcb25bc51b1320ff081d3df5f6e987 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8d910d92e135c754/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1-2 Year", "support": 200316, "support_share": 0.5256134071879699, "support_rank": 1}, {"value_label": "< 1 Year", "support": 164786, "support_share": 0.4323854855172667, "support_rank": 2}, {"value_label": "> 2 Years", "support": 16007, "support_share": 0.04200110729476344, "support_rank": 3}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8d910d92e135c754/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8d910d92e135c754/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0aeb6fd62aa437e92849c42536ef7cb2eb691e85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8d910d92e135c754/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: m11 +-- 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_m11_8d910d92e135c754 +-- problem_id: v2p_m11_a39af49700f0f986 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Vehicle_Age" AS value_label, COUNT(*) AS support + FROM "m11" + GROUP BY "Vehicle_Age" +) +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/m11/artifacts/v2q_m11_8d910d92e135c754/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8d910d92e135c754/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e705d7e0e1d6fb911c4d5267d781fa889e5e3250 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8d910d92e135c754/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: m11\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_m11_8d910d92e135c754\n-- problem_id: v2p_m11_a39af49700f0f986\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Vehicle_Age\" AS value_label, COUNT(*) AS support\n FROM \"m11\"\n GROUP BY \"Vehicle_Age\"\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: m11\\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_m11_8d910d92e135c754\\n-- problem_id: v2p_m11_a39af49700f0f986\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Vehicle_Age\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m11\\\"\\n GROUP BY \\\"Vehicle_Age\\\"\\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\": \"1-2 Year\", \"support\": 200316, \"support_share\": 0.5256134071879699, \"support_rank\": 1}, {\"value_label\": \"< 1 Year\", \"support\": 164786, \"support_share\": 0.4323854855172667, \"support_rank\": 2}, {\"value_label\": \"> 2 Years\", \"support\": 16007, \"support_share\": 0.04200110729476344, \"support_rank\": 3}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 154.57}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8d910d92e135c754/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8d910d92e135c754/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a7856d4ce8970dd55ea39524d1cdc0e52e0cfccb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8d910d92e135c754/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:28.803488+00:00", + "ended_at": "2026-05-19T16:32:28.959944+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_8d910d92e135c754", + "problem_id": "v2p_m11_a39af49700f0f986", + "dataset_id": "m11", + "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=Vehicle_Age.", + "bindings": { + "group_col": "Vehicle_Age" + }, + "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/m11/sql/v2q_m11_8d910d92e135c754.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/m11/artifacts/v2q_m11_8d910d92e135c754/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8d910d92e135c754/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8d910d92e135c754/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/m11/artifacts/v2q_m11_8e9da4f4963ff27e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8e9da4f4963ff27e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c6f18c36e629a3f2ee49b5ec9a473fe1a8e1b6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8e9da4f4963ff27e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "28.0", "support": 106415, "support_share": 0.27922457879504287, "cumulative_support": 106415}, {"value_label": "8.0", "support": 33877, "support_share": 0.08889057986035491, "cumulative_support": 140292}, {"value_label": "46.0", "support": 19749, "support_share": 0.05181982057626558, "cumulative_support": 160041}, {"value_label": "41.0", "support": 18263, "support_share": 0.04792067361306083, "cumulative_support": 178304}, {"value_label": "15.0", "support": 13308, "support_share": 0.03491914386697769, "cumulative_support": 191612}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8e9da4f4963ff27e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8e9da4f4963ff27e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..decdff70520d5df6cf339b25e9259efe4c088915 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8e9da4f4963ff27e/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: m11 +-- 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_m11_8e9da4f4963ff27e +-- problem_id: v2p_m11_48ef6741442bf9fa +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Region_Code" AS value_label, COUNT(*) AS support + FROM "m11" + GROUP BY "Region_Code" +), 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/m11/artifacts/v2q_m11_8e9da4f4963ff27e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8e9da4f4963ff27e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6557c9b30bea07c129d370304b950e23e85c3e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8e9da4f4963ff27e/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: m11\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_m11_8e9da4f4963ff27e\n-- problem_id: v2p_m11_48ef6741442bf9fa\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Region_Code\" AS value_label, COUNT(*) AS support\n FROM \"m11\"\n GROUP BY \"Region_Code\"\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: m11\\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_m11_8e9da4f4963ff27e\\n-- problem_id: v2p_m11_48ef6741442bf9fa\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Region_Code\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m11\\\"\\n GROUP BY \\\"Region_Code\\\"\\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\": \"28.0\", \"support\": 106415, \"support_share\": 0.27922457879504287, \"cumulative_support\": 106415}, {\"value_label\": \"8.0\", \"support\": 33877, \"support_share\": 0.08889057986035491, \"cumulative_support\": 140292}, {\"value_label\": \"46.0\", \"support\": 19749, \"support_share\": 0.05181982057626558, \"cumulative_support\": 160041}, {\"value_label\": \"41.0\", \"support\": 18263, \"support_share\": 0.04792067361306083, \"cumulative_support\": 178304}, {\"value_label\": \"15.0\", \"support\": 13308, \"support_share\": 0.03491914386697769, \"cumulative_support\": 191612}, {\"value_label\": \"30.0\", \"support\": 12191, \"support_share\": 0.03198822384147317, \"cumulative_support\": 203803}, {\"value_label\": \"29.0\", \"support\": 11065, \"support_share\": 0.02903368852480524, \"cumulative_support\": 214868}, {\"value_label\": \"50.0\", \"support\": 10243, \"support_share\": 0.026876825265212838, \"cumulative_support\": 225111}, {\"value_label\": \"3.0\", \"support\": 9251, \"support_share\": 0.024273895394755832, \"cumulative_support\": 234362}, {\"value_label\": \"11.0\", \"support\": 9232, \"support_share\": 0.02422404089118861, \"cumulative_support\": 243594}, {\"value_label\": \"36.0\", \"support\": 8797, \"support_share\": 0.023082635151623287, \"cumulative_support\": 252391}, {\"value_label\": \"33.0\", \"support\": 7654, \"support_share\": 0.020083493173868892, \"cumulative_support\": 260045}, {\"value_label\": \"47.0\", \"support\": 7436, \"support_share\": 0.019511478343466043, \"cumulative_support\": 267481}, {\"value_label\": \"35.0\", \"support\": 6942, \"support_share\": 0.018215261250718297, \"cumulative_support\": 274423}, {\"value_label\": \"6.0\", \"support\": 6280, \"support_share\": 0.016478225389586706, \"cumulative_support\": 280703}, {\"value_label\": \"45.0\", \"support\": 5605, \"support_share\": 0.014707078552330173, \"cumulative_support\": 286308}, {\"value_label\": \"37.0\", \"support\": 5501, \"support_share\": 0.014434190743330648, \"cumulative_support\": 291809}, {\"value_label\": \"18.0\", \"support\": 5153, \"support_share\": 0.013521066151678392, \"cumulative_support\": 296962}, {\"value_label\": \"48.0\", \"support\": 4681, \"support_share\": 0.012282575326219009, \"cumulative_support\": 301643}, {\"value_label\": \"14.0\", \"support\": 4678, \"support_share\": 0.012274703562497867, \"cumulative_support\": 306321}, {\"value_label\": \"39.0\", \"support\": 4644, \"support_share\": 0.012185490240324946, \"cumulative_support\": 310965}, {\"value_label\": \"10.0\", \"support\": 4374, \"support_share\": 0.011477031505422333, \"cumulative_support\": 315339}, {\"value_label\": \"21.0\", \"support\": 4266, \"support_share\": 0.011193648011461287, \"cumulative_support\": 319605}, {\"value_label\": \"2.0\", \"support\": 4038, \"support_share\": 0.010595393968654637, \"cumulative_support\": 323643}, {\"value_label\": \"13.0\", \"support\": 4036, \"support_share\": 0.010590146126173877, \"cumulative_support\": 327679}, {\"value_label\": \"7.0\", \"support\": 3279, \"support_share\": 0.00860383774720618, \"cumulative_support\": 330958}, {\"value_label\": \"12.0\", \"support\": 3198, \"support_share\": 0.008391300126735396, \"cumulative_support\": 334156}, {\"value_label\": \"9.0\", \"support\": 3101, \"support_share\": 0.008136779766418531, \"cumulative_support\": 337257}, {\"value_label\": \"27.0\", \"support\": 2823, \"support_share\": 0.0074073296615928775, \"cumulative_support\": 340080}, {\"value_label\": \"32.0\", \"support\": 2787, \"support_share\": 0.007312868496939196, \"cumulative_support\": 342867}, {\"value_label\": \"43.0\", \"support\": 2639, \"support_share\": 0.006924528153362948, \"cumulative_support\": 345506}, {\"value_label\": \"17.0\", \"support\": 2617, \"support_share\": 0.0068668018860745875, \"cumulative_support\": 348123}, {\"value_label\": \"26.0\", \"support\": 2587, \"support_share\": 0.006788084248863186, \"cumulative_support\": 350710}, {\"value_label\": \"25.0\", \"support\": 2503, \"support_share\": 0.0065676748646712624, \"cumulative_support\": 353213}, {\"value_label\": \"24.0\", \"support\": 2415, \"support_share\": 0.006336769795517817, \"cumulative_support\": 355628}, {\"value_label\": \"38.0\", \"support\": 2026, \"support_share\": 0.005316064433009979, \"cumulative_support\": 357654}, {\"value_label\": \"0.0\", \"support\": 2021, \"support_share\": 0.005302944826808078, \"cumulative_support\": 359675}, {\"value_label\": \"16.0\", \"support\": 2007, \"support_share\": 0.005266209929442758, \"cumulative_support\": 361682}, {\"value_label\": \"23.0\", \"support\": 1960, \"support_share\": 0.005142885631144896, \"cumulative_support\": 363642}, {\"value_label\": \"31.0\", \"support\": 1960, \"support_share\": 0.005142885631144896, \"cumulative_support\": 365602}, {\"value_label\": \"20.0\", \"support\": 1935, \"support_share\": 0.005077287600135394, \"cumulative_support\": 367537}, {\"value_label\": \"49.0\", \"support\": 1832, \"support_share\": 0.00480702371237625, \"cumulative_support\": 369369}, {\"value_label\": \"4.0\", \"support\": 1801, \"support_share\": 0.004725682153924468, \"cumulative_support\": 371170}, {\"value_label\": \"34.0\", \"support\": 1664, \"support_share\": 0.004366204943992401, \"cumulative_support\": 372834}, {\"value_label\": \"19.0\", \"support\": 1535, \"support_share\": 0.004027719103983375, \"cumulative_support\": 374369}, {\"value_label\": \"22.0\", \"support\": 1309, \"support_share\": 0.003434712903657484, \"cumulative_support\": 375678}, {\"value_label\": \"40.0\", \"support\": 1295, \"support_share\": 0.0033979780062921633, \"cumulative_support\": 376973}, {\"value_label\": \"5.0\", \"support\": 1279, \"support_share\": 0.0033559952664460823, \"cumulative_support\": 378252}, {\"value_label\": \"1.0\", \"support\": 1008, \"support_share\": 0.002644912610303089, \"cumulative_support\": 379260}, {\"value_label\": \"44.0\", \"support\": 808, \"support_share\": 0.0021201283622270793, \"cumulative_support\": 380068}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 186.09}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8e9da4f4963ff27e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8e9da4f4963ff27e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4041c0926e6f69634129fb102b830f37a38972ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8e9da4f4963ff27e/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:26.830325+00:00", + "ended_at": "2026-05-19T16:32:27.018960+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_8e9da4f4963ff27e", + "problem_id": "v2p_m11_48ef6741442bf9fa", + "dataset_id": "m11", + "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=Region_Code.", + "bindings": { + "group_col": "Region_Code" + }, + "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/m11/sql/v2q_m11_8e9da4f4963ff27e.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/m11/artifacts/v2q_m11_8e9da4f4963ff27e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8e9da4f4963ff27e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8e9da4f4963ff27e/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/m11/artifacts/v2q_m11_8ee4f86bff5ab54b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8ee4f86bff5ab54b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5abf0c42888cdc9929af8b76f9051c3c11d2da73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8ee4f86bff5ab54b/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:13:48.984618+00:00", + "ended_at": "2026-05-19T16:14:00.715592+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_8ee4f86bff5ab54b", + "problem_id": "v2p_m11_b3825d47a775a12d", + "dataset_id": "m11", + "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=Region_Code, measure_col=Annual_Premium.", + "bindings": { + "group_col": "Region_Code", + "measure_col": "Annual_Premium", + "item_col": "Policy_Sales_Channel", + "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": 43912.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=2/2", + "binding_index=33" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "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/m11/artifacts/v2q_m11_8ee4f86bff5ab54b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8ee4f86bff5ab54b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da9df57d8b2dcd24445034434017569fb3fbd94b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_8ee4f86bff5ab54b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:51.947629+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": 2950.78, "started_at": "2026-05-19T16:13:48.995928+00:00", "ended_at": "2026-05-19T16:13:51.946739+00:00", "prompt_metrics": {"chars": 8236, "bytes_utf8": 8236, "lines": 242, "estimated_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-cf49-7db1-aad9-22e95b01f747\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:14:00.715503+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": 7765.95, "started_at": "2026-05-19T16:13:52.948763+00:00", "ended_at": "2026-05-19T16:14:00.714745+00:00", "prompt_metrics": {"chars": 8236, "bytes_utf8": 8236, "lines": 242, "estimated_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-dec9-7e20-a212-7a0dc8846624\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_91202a0c9699c072/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_91202a0c9699c072/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1e65510162e35270ef68e603d9f9cd2ecfff5c88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_91202a0c9699c072/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:20:42.596478+00:00", + "ended_at": "2026-05-19T16:21:04.468431+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_91202a0c9699c072", + "problem_id": "v2p_m11_490df0e9af108e7a", + "dataset_id": "m11", + "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=Age, measure_col=Annual_Premium.", + "bindings": { + "group_col": "Age", + "measure_col": "Annual_Premium", + "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": 43912.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_91202a0c9699c072/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_91202a0c9699c072/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ff3b67f62ab40935b672cdcd2782de248e1ebd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_91202a0c9699c072/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:59.292606+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": 16684.85, "started_at": "2026-05-19T16:20:42.606959+00:00", "ended_at": "2026-05-19T16:20:59.291837+00:00", "prompt_metrics": {"chars": 8352, "bytes_utf8": 8352, "lines": 240, "estimated_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-1efc-7b81-8560-353baedf94f1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:21:04.468342+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": 4174.08, "started_at": "2026-05-19T16:21:00.293482+00:00", "ended_at": "2026-05-19T16:21:04.467587+00:00", "prompt_metrics": {"chars": 8352, "bytes_utf8": 8352, "lines": 240, "estimated_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-6408-7210-afad-8e02fd712074\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_935c25cacde82674/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_935c25cacde82674/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dc1f0157dc94d9d1e88cc0ae205278d9c8ed77ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_935c25cacde82674/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:17:42.102172+00:00", + "ended_at": "2026-05-19T16:17:54.265936+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_935c25cacde82674", + "problem_id": "v2p_m11_9fbe1269fcef1198", + "dataset_id": "m11", + "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=id.", + "bindings": { + "measure_col": "id", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_935c25cacde82674/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_935c25cacde82674/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..87567a705c9737c76bf7b21fff4d7bc3b0dc94f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_935c25cacde82674/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:45.310236+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": 3190.31, "started_at": "2026-05-19T16:17:42.118599+00:00", "ended_at": "2026-05-19T16:17:45.308955+00:00", "prompt_metrics": {"chars": 7953, "bytes_utf8": 7953, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-5e62-7de1-8710-58f640d5f77d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:17:54.265808+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": 7952.83, "started_at": "2026-05-19T16:17:46.311756+00:00", "ended_at": "2026-05-19T16:17:54.264664+00:00", "prompt_metrics": {"chars": 7953, "bytes_utf8": 7953, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-6eaa-73e2-9563-8c5c9adf00fe\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_94cffc4da0f966b3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_94cffc4da0f966b3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1911f8a5a1ee373e6c4743fab244ad419e93597c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_94cffc4da0f966b3/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:23:29.492195+00:00", + "ended_at": "2026-05-19T16:23:36.900326+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_94cffc4da0f966b3", + "problem_id": "v2p_m11_8538254849e3671a", + "dataset_id": "m11", + "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, measure_col=Age.", + "bindings": { + "group_col": "Age", + "measure_col": "Age", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_94cffc4da0f966b3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_94cffc4da0f966b3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90d2cff2eb63125ec32ff11efb21bfc79e4d0ea3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_94cffc4da0f966b3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:32.964250+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": 3451.73, "started_at": "2026-05-19T16:23:29.511475+00:00", "ended_at": "2026-05-19T16:23:32.963255+00:00", "prompt_metrics": {"chars": 7947, "bytes_utf8": 7947, "lines": 240, "estimated_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-ab4b-7373-8656-6706bcb82d5d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:23:36.900196+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": 2932.91, "started_at": "2026-05-19T16:23:33.966183+00:00", "ended_at": "2026-05-19T16:23:36.899153+00:00", "prompt_metrics": {"chars": 7947, "bytes_utf8": 7947, "lines": 240, "estimated_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-bcc3-7d92-89d3-0959044c00f7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. 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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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Gender, condition_col=Vehicle_Damage.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Gender", + "condition_col": "Vehicle_Damage", + "condition_value": "Yes", + "positive_value": "Yes", + "negative_value": "No", + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_96bfa03281b0c4c2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_96bfa03281b0c4c2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..29eea30b56f91d88f94d72944c9321f627c67fe5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_96bfa03281b0c4c2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,243 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Gender, condition_col=Vehicle_Damage.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Gender", + "condition_col": "Vehicle_Damage", + "condition_value": "Yes", + "positive_value": "Yes", + "negative_value": "No", + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_96bfa03281b0c4c2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_96bfa03281b0c4c2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..012fafdab6b752dad36e772dfda64d1f8e21ac7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_96bfa03281b0c4c2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-b97d-7050-8cb2-096cdfc162b3"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_96bfa03281b0c4c2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_96bfa03281b0c4c2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..831d3e46cf86e283a54672bc2e2606b85a617882 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_96bfa03281b0c4c2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-b97d-7050-8cb2-096cdfc162b3"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_96bfa03281b0c4c2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_96bfa03281b0c4c2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..239e05741c9e19f8818eb8f63a8bacc147277535 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_96bfa03281b0c4c2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-c95b-7b70-a730-4044582eeca8"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_96bfa03281b0c4c2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_96bfa03281b0c4c2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ca5acfb149a7cf699c57579fdd54d729048ea03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_96bfa03281b0c4c2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-c95b-7b70-a730-4044582eeca8"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_96bfa03281b0c4c2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_96bfa03281b0c4c2/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/m11/artifacts/v2q_m11_96bfa03281b0c4c2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_96bfa03281b0c4c2/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/m11/artifacts/v2q_m11_98502acef1da7ba7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_98502acef1da7ba7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f8de5e06e8d6714302d367e6625df93d63d6c6fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_98502acef1da7ba7/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:14:40.316223+00:00", + "ended_at": "2026-05-19T16:14:48.925499+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_98502acef1da7ba7", + "problem_id": "v2p_m11_abeb5bb50f7975fa", + "dataset_id": "m11", + "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=Response, condition_col=Vehicle_Age.", + "bindings": { + "group_col": "Response", + "condition_col": "Vehicle_Age", + "condition_value": "1-2 Year", + "positive_value": "1-2 Year", + "negative_value": "< 1 Year", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=4", + "sql_variant_index=1/1", + "binding_index=39" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "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/m11/artifacts/v2q_m11_98502acef1da7ba7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_98502acef1da7ba7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..388f726b6ae2120a8f965b74e910ceac2afdeeba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_98502acef1da7ba7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:43.403779+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": 3071.19, "started_at": "2026-05-19T16:14:40.331128+00:00", "ended_at": "2026-05-19T16:14:43.402361+00:00", "prompt_metrics": {"chars": 8625, "bytes_utf8": 8625, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-97c1-72e2-82c3-8bf149a4915c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:14:48.925367+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": 4519.47, "started_at": "2026-05-19T16:14:44.404754+00:00", "ended_at": "2026-05-19T16:14:48.924257+00:00", "prompt_metrics": {"chars": 8625, "bytes_utf8": 8625, "lines": 243, "estimated_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-a7bb-7ca3-9fbb-0d85c537093d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_986505c27512414b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_986505c27512414b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd8e4efe0ee02846dcc1d12d932ecadc5aeacde1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_986505c27512414b/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:31:41.220874+00:00", + "ended_at": "2026-05-19T16:31:51.565856+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_986505c27512414b", + "problem_id": "v2p_m11_702f9ecb1c414d47", + "dataset_id": "m11", + "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=Vintage, measure_col=id.", + "bindings": { + "group_col": "Vintage", + "measure_col": "id", + "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": 300232.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=7", + "sql_variant_index=2/2", + "binding_index=138" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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/m11/artifacts/v2q_m11_986505c27512414b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_986505c27512414b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc73e1a0c4e07bfd62eb15f672f7e009929f3763 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_986505c27512414b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:31:44.598295+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": 3357.74, "started_at": "2026-05-19T16:31:41.239595+00:00", "ended_at": "2026-05-19T16:31:44.597371+00:00", "prompt_metrics": {"chars": 7866, "bytes_utf8": 7866, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-2c1e-7b21-bfa0-fb52f234efd9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:31:51.565752+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": 5964.44, "started_at": "2026-05-19T16:31:45.600321+00:00", "ended_at": "2026-05-19T16:31:51.564815+00:00", "prompt_metrics": {"chars": 7866, "bytes_utf8": 7866, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-3d26-77e1-8f59-6f080fa91fba\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..99803fab7c4ae67027e2afade23a9f43d0de0d93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:08.289949+00:00", + "ended_at": "2026-05-19T16:14:13.388905+00:00", + "elapsed_ms": 5098.92, + "returncode": 1, + "prompt_metrics": { + "chars": 8242, + "bytes_utf8": 8242, + "lines": 242, + "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/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8414ee625319d6e77713044bea3cce1dfca8ec1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:14:14.391771+00:00", + "ended_at": "2026-05-19T16:14:17.621688+00:00", + "elapsed_ms": 3229.87, + "returncode": 1, + "prompt_metrics": { + "chars": 8242, + "bytes_utf8": 8242, + "lines": 242, + "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/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f008b6b87d16a4ae7bea64512f01321669f3465 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Previously_Insured, measure_col=Policy_Sales_Channel.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Previously_Insured", + "measure_col": "Policy_Sales_Channel", + "item_col": "Vintage", + "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": 140.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f008b6b87d16a4ae7bea64512f01321669f3465 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,242 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Previously_Insured, measure_col=Policy_Sales_Channel.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Previously_Insured", + "measure_col": "Policy_Sales_Channel", + "item_col": "Vintage", + "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": 140.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d563b133929f228d17d0bdafa7ce5417cb706dd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-1a9e-7c23-9aeb-fe80b6b38148"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e0d2aaad9e791e1e1b03ad81615a61e505205b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-1a9e-7c23-9aeb-fe80b6b38148"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49b09c0ca9c84ff13e0b282d9c2b9e9df4c3cf96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-3287-7412-8569-75d54858e95f"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4161b78b001d24e395c2cee54cd065fe297ba8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-3287-7412-8569-75d54858e95f"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9ac4939bc9df35f6/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/m11/artifacts/v2q_m11_9ac4939bc9df35f6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9ac4939bc9df35f6/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/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..15137fa8b1cf1dccf8cd03e9e64604b52a16849a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/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": "2026-05-19T16:25:38.418916+00:00", + "ended_at": "2026-05-19T16:25:42.113641+00:00", + "elapsed_ms": 3694.69, + "returncode": 1, + "prompt_metrics": { + "chars": 8016, + "bytes_utf8": 8016, + "lines": 243, + "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/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..76f06a5978a577f28c3f91c3eac221db07429cc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/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": "2026-05-19T16:25:43.117436+00:00", + "ended_at": "2026-05-19T16:25:46.772274+00:00", + "elapsed_ms": 3654.78, + "returncode": 1, + "prompt_metrics": { + "chars": 8016, + "bytes_utf8": 8016, + "lines": 243, + "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/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80363da21ae8ff096ec42482fc190a59ded1fc60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Age, condition_col=Response.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Age", + "condition_col": "Response", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 71.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..80363da21ae8ff096ec42482fc190a59ded1fc60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,243 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Age, condition_col=Response.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Age", + "condition_col": "Response", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 71.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af859589e05b8bb5682703f24bd0d9872f7d3f84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-a303-7dd3-a933-ec92b3c8106b"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5496279174aca1899dfce3e5539782eef85d9ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-a303-7dd3-a933-ec92b3c8106b"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b37c7b5fecaf482a46cb20fb9b17b8a1e1ab78ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-b544-7a63-a43e-805f13b02e39"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ac6df6427351de6aa9dd012a4aadde11bacd2f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-b544-7a63-a43e-805f13b02e39"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/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/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_9e40b09c9e6ed0d0/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/m11/artifacts/v2q_m11_a2e87d45eb498919/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a2e87d45eb498919/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..91e081365c078887395e428ba67ac229bf5c3fcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a2e87d45eb498919/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:23:21.546339+00:00", + "ended_at": "2026-05-19T16:23:29.491652+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_a2e87d45eb498919", + "problem_id": "v2p_m11_dd802e4909973762", + "dataset_id": "m11", + "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=Gender, measure_col=id.", + "bindings": { + "group_col": "Gender", + "measure_col": "id", + "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": 300232.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_a2e87d45eb498919/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a2e87d45eb498919/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec17495fc662aa959e460a80b8d7aa56f8923334 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a2e87d45eb498919/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:25.202941+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": 3635.67, "started_at": "2026-05-19T16:23:21.566055+00:00", "ended_at": "2026-05-19T16:23:25.201771+00:00", "prompt_metrics": {"chars": 7958, "bytes_utf8": 7958, "lines": 240, "estimated_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-8c57-7c42-a4c3-9c1a56c20a19\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:23:29.491522+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": 3285.34, "started_at": "2026-05-19T16:23:26.204846+00:00", "ended_at": "2026-05-19T16:23:29.490274+00:00", "prompt_metrics": {"chars": 7958, "bytes_utf8": 7958, "lines": 240, "estimated_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-9e5a-7870-8dc2-b60e50d5628d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_a343c28c3cec51f0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a343c28c3cec51f0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..06dc8113d73e524ef1370f7cea0c4dda46298485 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a343c28c3cec51f0/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:10:56.127616+00:00", + "ended_at": "2026-05-19T16:11:03.238959+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_a343c28c3cec51f0", + "problem_id": "v2p_m11_b99963fd2a1e6a19", + "dataset_id": "m11", + "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=Vehicle_Damage.", + "bindings": { + "group_col": "Vehicle_Damage", + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_a343c28c3cec51f0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a343c28c3cec51f0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..124e723c4293f8f02b7610236a13a3527425ae4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a343c28c3cec51f0/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:59.187489+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": 3042.91, "started_at": "2026-05-19T16:10:56.143849+00:00", "ended_at": "2026-05-19T16:10:59.186790+00:00", "prompt_metrics": {"chars": 7713, "bytes_utf8": 7713, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-2c0c-7e41-a97b-eb76398d3c22\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:11:03.238864+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": 3049.72, "started_at": "2026-05-19T16:11:00.188327+00:00", "ended_at": "2026-05-19T16:11:03.238086+00:00", "prompt_metrics": {"chars": 7713, "bytes_utf8": 7713, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-3bd7-7d01-a879-4a9807632cb3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_a42e63a7bae2d2ef/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a42e63a7bae2d2ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..32db413911741f192a96fff3179a91d6a38fb579 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a42e63a7bae2d2ef/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:15:11.070183+00:00", + "ended_at": "2026-05-19T16:15:18.819608+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_a42e63a7bae2d2ef", + "problem_id": "v2p_m11_3ee9a33fcaf00745", + "dataset_id": "m11", + "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=Region_Code, condition_col=Driving_License.", + "bindings": { + "group_col": "Region_Code", + "condition_col": "Driving_License", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=8", + "sql_variant_index=1/1", + "binding_index=43" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "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/m11/artifacts/v2q_m11_a42e63a7bae2d2ef/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a42e63a7bae2d2ef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68844f93492b05ef2147b91d3f2dc24b7136087f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a42e63a7bae2d2ef/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:14.970871+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": 3889.46, "started_at": "2026-05-19T16:15:11.080368+00:00", "ended_at": "2026-05-19T16:15:14.969862+00:00", "prompt_metrics": {"chars": 8615, "bytes_utf8": 8615, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-0fdb-7c91-b38e-2eccf3a4684f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:15:18.819519+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": 2847.0, "started_at": "2026-05-19T16:15:15.971762+00:00", "ended_at": "2026-05-19T16:15:18.818801+00:00", "prompt_metrics": {"chars": 8615, "bytes_utf8": 8615, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-22fb-75a1-928f-cccd252dccc5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_a46f30190582826c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a46f30190582826c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f36662c4c37c2d40c0f022cf146977bade044445 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a46f30190582826c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:21:40.478728+00:00", + "ended_at": "2026-05-19T16:21:47.858906+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_a46f30190582826c", + "problem_id": "v2p_m11_e46a9473604af553", + "dataset_id": "m11", + "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=Vehicle_Age, measure_col=Age.", + "bindings": { + "group_col": "Vehicle_Age", + "measure_col": "Age", + "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": 46.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_a46f30190582826c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a46f30190582826c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f85bb820f67ceeae9c67c8ec7c7272a8d7c753ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a46f30190582826c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:43.836359+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": 3341.11, "started_at": "2026-05-19T16:21:40.494150+00:00", "ended_at": "2026-05-19T16:21:43.835305+00:00", "prompt_metrics": {"chars": 7968, "bytes_utf8": 7968, "lines": 240, "estimated_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-0110-7bf1-90c7-c8d9472cfad1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:21:47.858819+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": 3020.51, "started_at": "2026-05-19T16:21:44.837587+00:00", "ended_at": "2026-05-19T16:21:47.858138+00:00", "prompt_metrics": {"chars": 7968, "bytes_utf8": 7968, "lines": 240, "estimated_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-1232-75d0-9315-6c0a81131601\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_a5b87b6336fe0a0c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5b87b6336fe0a0c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fc33c81b54e3ce290c282348efdf9683ca2d5944 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5b87b6336fe0a0c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:30:23.239604+00:00", + "ended_at": "2026-05-19T16:30:31.198437+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_a5b87b6336fe0a0c", + "problem_id": "v2p_m11_99c2efe9eb56ed34", + "dataset_id": "m11", + "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=Region_Code, measure_col=Age.", + "bindings": { + "group_col": "Region_Code", + "measure_col": "Age", + "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": 46.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_a5b87b6336fe0a0c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5b87b6336fe0a0c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..311ad77a3407482e7f3074c6a105a886213c82e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5b87b6336fe0a0c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:30:26.780087+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": 3518.98, "started_at": "2026-05-19T16:30:23.259901+00:00", "ended_at": "2026-05-19T16:30:26.778935+00:00", "prompt_metrics": {"chars": 7873, "bytes_utf8": 7873, "lines": 240, "estimated_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-fb89-7c91-98a7-dcf26a6f9655\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:30:31.198268+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": 3414.82, "started_at": "2026-05-19T16:30:27.781928+00:00", "ended_at": "2026-05-19T16:30:31.196817+00:00", "prompt_metrics": {"chars": 7873, "bytes_utf8": 7873, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4113-0d52-7902-bf42-637db93fce72\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1a8e3c72f5fdaf832325e6df2a2009e07e07d8f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/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": "2026-05-19T16:09:25.970626+00:00", + "ended_at": "2026-05-19T16:09:29.214791+00:00", + "elapsed_ms": 3244.14, + "returncode": 1, + "prompt_metrics": { + "chars": 7797, + "bytes_utf8": 7797, + "lines": 240, + "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/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3540b7a016099c6d864f1919d7bd107c47651b65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/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": "2026-05-19T16:09:30.216225+00:00", + "ended_at": "2026-05-19T16:09:38.868710+00:00", + "elapsed_ms": 8652.46, + "returncode": 1, + "prompt_metrics": { + "chars": 7797, + "bytes_utf8": 7797, + "lines": 240, + "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/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2887c1abfe972e78b3d372bdabdb9bcb11311cac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Vehicle_Age, measure_col=Vintage.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Vehicle_Age", + "measure_col": "Vintage", + "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": 64.16, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2887c1abfe972e78b3d372bdabdb9bcb11311cac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Vehicle_Age, measure_col=Vintage.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Vehicle_Age", + "measure_col": "Vintage", + "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": 64.16, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..34810f2a822f0818038215807af999c1fe18c6ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-cbe1-7130-b854-32367a9958d5"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3b91d7af6ba42fe0d7db62bf8ebcce9c2025c79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-cbe1-7130-b854-32367a9958d5"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..efd983dab68063936e5c131c7c9fde064257b7ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-dc57-7b93-9e95-34939243df62"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7064b8dcce184ee8bbb70c06604802a060d45e4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-dc57-7b93-9e95-34939243df62"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/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/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/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/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3774cc7ce1ea95c0fd2f478ddb2b9f43f369f288 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:09:25.958719+00:00", + "ended_at": "2026-05-19T16:09:38.869498+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_a5ef7b3941c0dcd0", + "problem_id": "v2p_m11_a7e3cadf517f7645", + "dataset_id": "m11", + "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=Vehicle_Age, measure_col=Vintage.", + "bindings": { + "group_col": "Vehicle_Age", + "measure_col": "Vintage", + "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": 64.16, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=6", + "sql_variant_index=2/2", + "binding_index=5" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "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/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b5d8c45b26170cfbf64339ef1a46f15f049ca96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a5ef7b3941c0dcd0/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:29.215483+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": 3244.14, "started_at": "2026-05-19T16:09:25.970626+00:00", "ended_at": "2026-05-19T16:09:29.214791+00:00", "prompt_metrics": {"chars": 7797, "bytes_utf8": 7797, "lines": 240, "estimated_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-cbe1-7130-b854-32367a9958d5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:09:38.869410+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": 8652.46, "started_at": "2026-05-19T16:09:30.216225+00:00", "ended_at": "2026-05-19T16:09:38.868710+00:00", "prompt_metrics": {"chars": 7797, "bytes_utf8": 7797, "lines": 240, "estimated_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-dc57-7b93-9e95-34939243df62\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_a9bb02c9a7db70a6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a9bb02c9a7db70a6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c2d359e47b812af7a1f447f9429fbde4fc64c69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a9bb02c9a7db70a6/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Age": "24", "support": 25960, "avg_response": 190840.2749614792}, {"Age": "23", "support": 24256, "avg_response": 191675.11819755938}, {"Age": "22", "support": 20964, "avg_response": 190234.27680786108}, {"Age": "25", "support": 20636, "avg_response": 191899.98575305293}, {"Age": "21", "support": 16457, "avg_response": 189401.88096250835}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a9bb02c9a7db70a6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a9bb02c9a7db70a6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba4c2d765a72f995c7466716d9b28de6c0a92928 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a9bb02c9a7db70a6/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: m11 +-- 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_m11_a9bb02c9a7db70a6 +-- problem_id: v2p_m11_fa2b28c9c9a614f0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Age", + COUNT(*) AS support, + AVG("id") AS avg_response +FROM "m11" +GROUP BY "Age" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a9bb02c9a7db70a6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a9bb02c9a7db70a6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7a8128a94aedfffdb63ee553cef7d6dae947472 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a9bb02c9a7db70a6/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: m11\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_m11_a9bb02c9a7db70a6\n-- problem_id: v2p_m11_fa2b28c9c9a614f0\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Age\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_response\nFROM \"m11\"\nGROUP BY \"Age\"\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: m11\\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_m11_a9bb02c9a7db70a6\\n-- problem_id: v2p_m11_fa2b28c9c9a614f0\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Age\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_response\\nFROM \\\"m11\\\"\\nGROUP BY \\\"Age\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Age\", \"support\", \"avg_response\"], \"rows\": [{\"Age\": \"24\", \"support\": 25960, \"avg_response\": 190840.2749614792}, {\"Age\": \"23\", \"support\": 24256, \"avg_response\": 191675.11819755938}, {\"Age\": \"22\", \"support\": 20964, \"avg_response\": 190234.27680786108}, {\"Age\": \"25\", \"support\": 20636, \"avg_response\": 191899.98575305293}, {\"Age\": \"21\", \"support\": 16457, \"avg_response\": 189401.88096250835}, {\"Age\": \"26\", \"support\": 13535, \"avg_response\": 189101.17414111563}, {\"Age\": \"27\", \"support\": 10760, \"avg_response\": 189683.64126394052}, {\"Age\": \"28\", \"support\": 8974, \"avg_response\": 188296.11711611322}, {\"Age\": \"43\", \"support\": 8437, \"avg_response\": 189043.59262771127}, {\"Age\": \"44\", \"support\": 8357, \"avg_response\": 189482.90546846954}, {\"Age\": \"45\", \"support\": 8183, \"avg_response\": 191024.49566173775}, {\"Age\": \"42\", \"support\": 8007, \"avg_response\": 192898.16385662544}, {\"Age\": \"46\", \"support\": 7879, \"avg_response\": 190596.06434826754}, {\"Age\": \"41\", \"support\": 7736, \"avg_response\": 193819.6517580145}, {\"Age\": \"29\", \"support\": 7429, \"avg_response\": 189396.90362094494}, {\"Age\": \"47\", \"support\": 7351, \"avg_response\": 188278.10025846824}, {\"Age\": \"40\", \"support\": 7168, \"avg_response\": 191484.99720982142}, {\"Age\": \"48\", \"support\": 7113, \"avg_response\": 189998.54548010684}, {\"Age\": \"49\", \"support\": 6615, \"avg_response\": 190048.04671201814}, {\"Age\": \"39\", \"support\": 6460, \"avg_response\": 189917.39210526316}, {\"Age\": \"50\", \"support\": 6263, \"avg_response\": 191505.45888551814}, {\"Age\": \"30\", \"support\": 6258, \"avg_response\": 192389.00814956854}, {\"Age\": \"20\", \"support\": 6232, \"avg_response\": 191313.60783055198}, {\"Age\": \"51\", \"support\": 5915, \"avg_response\": 189753.41690617075}, {\"Age\": \"38\", \"support\": 5710, \"avg_response\": 188905.96252189143}, {\"Age\": \"52\", \"support\": 5590, \"avg_response\": 191619.83023255813}, {\"Age\": \"31\", \"support\": 5512, \"avg_response\": 187433.34923802613}, {\"Age\": \"37\", \"support\": 5408, \"avg_response\": 189218.24667159762}, {\"Age\": \"53\", \"support\": 5331, \"avg_response\": 191178.6122678672}, {\"Age\": \"36\", \"support\": 5066, \"avg_response\": 191095.30438215553}, {\"Age\": \"33\", \"support\": 5010, \"avg_response\": 191049.17445109782}, {\"Age\": \"32\", \"support\": 4998, \"avg_response\": 190294.05322128852}, {\"Age\": \"54\", \"support\": 4997, \"avg_response\": 189163.7078246948}, {\"Age\": \"35\", \"support\": 4936, \"avg_response\": 190371.25688816854}, {\"Age\": \"34\", \"support\": 4895, \"avg_response\": 189516.58243105208}, {\"Age\": \"55\", \"support\": 4495, \"avg_response\": 191365.7764182425}, {\"Age\": \"56\", \"support\": 4063, \"avg_response\": 190217.72631060792}, {\"Age\": \"57\", \"support\": 3944, \"avg_response\": 190391.80679513185}, {\"Age\": \"58\", \"support\": 3822, \"avg_response\": 192453.83673469388}, {\"Age\": \"59\", \"support\": 3614, \"avg_response\": 187604.7578859989}, {\"Age\": \"60\", \"support\": 3534, \"avg_response\": 189013.33757781552}, {\"Age\": \"61\", \"support\": 3341, \"avg_response\": 194959.94941634242}, {\"Age\": \"62\", \"support\": 3104, \"avg_response\": 191642.3411726804}, {\"Age\": \"63\", \"support\": 3084, \"avg_response\": 186193.12645914397}, {\"Age\": \"64\", \"support\": 2850, \"avg_response\": 188978.06245614035}, {\"Age\": \"65\", \"support\": 2791, \"avg_response\": 194387.59548548906}, {\"Age\": \"66\", \"support\": 2725, \"avg_response\": 190822.95376146788}, {\"Age\": \"67\", \"support\": 2624, \"avg_response\": 193411.85785060975}, {\"Age\": \"69\", \"support\": 2530, \"avg_response\": 188903.65494071145}, {\"Age\": \"68\", \"support\": 2440, \"avg_response\": 192988.05081967212}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 226.52}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a9bb02c9a7db70a6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a9bb02c9a7db70a6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..15ca4a9917f7d8b37c6cb6e4ce770e0ca7e546ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a9bb02c9a7db70a6/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:30.067123+00:00", + "ended_at": "2026-05-19T16:32:30.298364+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_a9bb02c9a7db70a6", + "problem_id": "v2p_m11_fa2b28c9c9a614f0", + "dataset_id": "m11", + "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=id, key_col=Age.", + "bindings": { + "key_col": "Age", + "measure_col": "id", + "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/m11/sql/v2q_m11_a9bb02c9a7db70a6.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/m11/artifacts/v2q_m11_a9bb02c9a7db70a6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a9bb02c9a7db70a6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_a9bb02c9a7db70a6/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/m11/artifacts/v2q_m11_aae1893e6b751235/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_aae1893e6b751235/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dfccc304aeccd01bc76216f03c483f4641f04fbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_aae1893e6b751235/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:08:36.039508+00:00", + "ended_at": "2026-05-19T16:08:43.503836+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_aae1893e6b751235", + "problem_id": "v2p_m11_b4cbad27adce1ae9", + "dataset_id": "m11", + "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=Region_Code, measure_col=Annual_Premium.", + "bindings": { + "group_col": "Region_Code", + "measure_col": "Annual_Premium", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_aae1893e6b751235/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_aae1893e6b751235/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..664e913de1a6d4f34e52b0cd37330e8bcf542acd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_aae1893e6b751235/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:39.325871+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": 3274.61, "started_at": "2026-05-19T16:08:36.050556+00:00", "ended_at": "2026-05-19T16:08:39.325199+00:00", "prompt_metrics": {"chars": 7810, "bytes_utf8": 7810, "lines": 240, "estimated_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-08c7-7433-a048-c16c161de29c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:08:43.503747+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": 3176.14, "started_at": "2026-05-19T16:08:40.326701+00:00", "ended_at": "2026-05-19T16:08:43.502875+00:00", "prompt_metrics": {"chars": 7810, "bytes_utf8": 7810, "lines": 240, "estimated_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-19a0-7b72-81d1-dafaa48209e8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_ae4b5e0ea91fe541/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ae4b5e0ea91fe541/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c2bf39854a3b8accfc72c42d3a7f6fb61c773617 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ae4b5e0ea91fe541/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:23:44.648311+00:00", + "ended_at": "2026-05-19T16:23:52.480392+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_ae4b5e0ea91fe541", + "problem_id": "v2p_m11_ad3f17fecf0f520a", + "dataset_id": "m11", + "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=Driving_License, measure_col=Region_Code.", + "bindings": { + "group_col": "Driving_License", + "measure_col": "Region_Code", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_ae4b5e0ea91fe541/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ae4b5e0ea91fe541/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..991adb00720b0c5aa92d3fc3ae64a6ea031b6a38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ae4b5e0ea91fe541/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:48.170835+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": 3504.0, "started_at": "2026-05-19T16:23:44.665765+00:00", "ended_at": "2026-05-19T16:23:48.169807+00:00", "prompt_metrics": {"chars": 7989, "bytes_utf8": 7989, "lines": 240, "estimated_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-e687-7703-aee6-1bcf1f9ee06c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:23:52.479899+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": 3306.28, "started_at": "2026-05-19T16:23:49.172446+00:00", "ended_at": "2026-05-19T16:23:52.478792+00:00", "prompt_metrics": {"chars": 7989, "bytes_utf8": 7989, "lines": 240, "estimated_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-f822-7ad2-8262-7869fd15c317\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_ae8ea9ca0f03772d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ae8ea9ca0f03772d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ba7d0f9cfd1217cec7ea205efecf4f7abe472de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ae8ea9ca0f03772d/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Yes", "support": 192413, "support_share": 0.5048765576252463, "support_rank": 1}, {"value_label": "No", "support": 188696, "support_share": 0.4951234423747537, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ae8ea9ca0f03772d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ae8ea9ca0f03772d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a7d6314d9ca24bbf013aa32de29189d7449ed85c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ae8ea9ca0f03772d/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: m11 +-- 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_m11_ae8ea9ca0f03772d +-- problem_id: v2p_m11_ecfdf5d52408ada7 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Vehicle_Damage" AS value_label, COUNT(*) AS support + FROM "m11" + GROUP BY "Vehicle_Damage" +) +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/m11/artifacts/v2q_m11_ae8ea9ca0f03772d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ae8ea9ca0f03772d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff0ae5406a58488c3e3fb3d9b9a6f55ac77242ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ae8ea9ca0f03772d/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: m11\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_m11_ae8ea9ca0f03772d\n-- problem_id: v2p_m11_ecfdf5d52408ada7\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Vehicle_Damage\" AS value_label, COUNT(*) AS support\n FROM \"m11\"\n GROUP BY \"Vehicle_Damage\"\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: m11\\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_m11_ae8ea9ca0f03772d\\n-- problem_id: v2p_m11_ecfdf5d52408ada7\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Vehicle_Damage\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m11\\\"\\n GROUP BY \\\"Vehicle_Damage\\\"\\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\": 192413, \"support_share\": 0.5048765576252463, \"support_rank\": 1}, {\"value_label\": \"No\", \"support\": 188696, \"support_share\": 0.4951234423747537, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 138.65}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ae8ea9ca0f03772d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ae8ea9ca0f03772d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fea26d3a02a3471c101113bb38b74dea9457282d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ae8ea9ca0f03772d/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:28.960576+00:00", + "ended_at": "2026-05-19T16:32:29.100961+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_ae8ea9ca0f03772d", + "problem_id": "v2p_m11_ecfdf5d52408ada7", + "dataset_id": "m11", + "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=Vehicle_Damage.", + "bindings": { + "group_col": "Vehicle_Damage" + }, + "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/m11/sql/v2q_m11_ae8ea9ca0f03772d.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/m11/artifacts/v2q_m11_ae8ea9ca0f03772d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ae8ea9ca0f03772d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ae8ea9ca0f03772d/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/m11/artifacts/v2q_m11_b09945edd66e0439/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b09945edd66e0439/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..57045686a687efe505c33f508aadfc8a6191ab0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b09945edd66e0439/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "24", "support": 25960, "support_share": 0.06811699540026607, "cumulative_support": 25960}, {"value_label": "23", "support": 24256, "support_share": 0.06364583360665846, "cumulative_support": 50216}, {"value_label": "22", "support": 20964, "support_share": 0.05500788488332734, "cumulative_support": 71180}, {"value_label": "25", "support": 20636, "support_share": 0.054147238716482686, "cumulative_support": 91816}, {"value_label": "21", "support": 16457, "support_share": 0.04318187185293446, "cumulative_support": 108273}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b09945edd66e0439/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b09945edd66e0439/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..132b5779046e0a242636079bcd635c666be4c4ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b09945edd66e0439/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: m11 +-- 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_m11_b09945edd66e0439 +-- problem_id: v2p_m11_2c10c0a1ce0619fb +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Age" AS value_label, COUNT(*) AS support + FROM "m11" + GROUP BY "Age" +), 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/m11/artifacts/v2q_m11_b09945edd66e0439/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b09945edd66e0439/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79bb8ea22af4dab82c2afdb51652e1941d0be897 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b09945edd66e0439/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: m11\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_m11_b09945edd66e0439\n-- problem_id: v2p_m11_2c10c0a1ce0619fb\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Age\" AS value_label, COUNT(*) AS support\n FROM \"m11\"\n GROUP BY \"Age\"\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: m11\\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_m11_b09945edd66e0439\\n-- problem_id: v2p_m11_2c10c0a1ce0619fb\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Age\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m11\\\"\\n GROUP BY \\\"Age\\\"\\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\": \"24\", \"support\": 25960, \"support_share\": 0.06811699540026607, \"cumulative_support\": 25960}, {\"value_label\": \"23\", \"support\": 24256, \"support_share\": 0.06364583360665846, \"cumulative_support\": 50216}, {\"value_label\": \"22\", \"support\": 20964, \"support_share\": 0.05500788488332734, \"cumulative_support\": 71180}, {\"value_label\": \"25\", \"support\": 20636, \"support_share\": 0.054147238716482686, \"cumulative_support\": 91816}, {\"value_label\": \"21\", \"support\": 16457, \"support_share\": 0.04318187185293446, \"cumulative_support\": 108273}, {\"value_label\": \"26\", \"support\": 13535, \"support_share\": 0.03551477398854396, \"cumulative_support\": 121808}, {\"value_label\": \"27\", \"support\": 10760, \"support_share\": 0.028233392546489326, \"cumulative_support\": 132568}, {\"value_label\": \"28\", \"support\": 8974, \"support_share\": 0.023547069211170557, \"cumulative_support\": 141542}, {\"value_label\": \"43\", \"support\": 8437, \"support_share\": 0.022138023505086472, \"cumulative_support\": 149979}, {\"value_label\": \"44\", \"support\": 8357, \"support_share\": 0.021928109805856067, \"cumulative_support\": 158336}, {\"value_label\": \"45\", \"support\": 8183, \"support_share\": 0.02147154751002994, \"cumulative_support\": 166519}, {\"value_label\": \"42\", \"support\": 8007, \"support_share\": 0.02100973737172305, \"cumulative_support\": 174526}, {\"value_label\": \"46\", \"support\": 7879, \"support_share\": 0.020673875452954404, \"cumulative_support\": 182405}, {\"value_label\": \"41\", \"support\": 7736, \"support_share\": 0.020298654715580056, \"cumulative_support\": 190141}, {\"value_label\": \"29\", \"support\": 7429, \"support_share\": 0.019493110894783384, \"cumulative_support\": 197570}, {\"value_label\": \"47\", \"support\": 7351, \"support_share\": 0.019288445038033737, \"cumulative_support\": 204921}, {\"value_label\": \"40\", \"support\": 7168, \"support_share\": 0.018808267451044188, \"cumulative_support\": 212089}, {\"value_label\": \"48\", \"support\": 7113, \"support_share\": 0.018663951782823287, \"cumulative_support\": 219202}, {\"value_label\": \"49\", \"support\": 6615, \"support_share\": 0.017357239005114024, \"cumulative_support\": 225817}, {\"value_label\": \"39\", \"support\": 6460, \"support_share\": 0.016950531212855113, \"cumulative_support\": 232277}, {\"value_label\": \"50\", \"support\": 6263, \"support_share\": 0.016433618728500247, \"cumulative_support\": 238540}, {\"value_label\": \"30\", \"support\": 6258, \"support_share\": 0.016420499122298347, \"cumulative_support\": 244798}, {\"value_label\": \"20\", \"support\": 6232, \"support_share\": 0.016352277170048463, \"cumulative_support\": 251030}, {\"value_label\": \"51\", \"support\": 5915, \"support_share\": 0.015520494136847989, \"cumulative_support\": 256945}, {\"value_label\": \"38\", \"support\": 5710, \"support_share\": 0.014982590282570079, \"cumulative_support\": 262655}, {\"value_label\": \"52\", \"support\": 5590, \"support_share\": 0.014667719733724473, \"cumulative_support\": 268245}, {\"value_label\": \"31\", \"support\": 5512, \"support_share\": 0.01446305387697483, \"cumulative_support\": 273757}, {\"value_label\": \"37\", \"support\": 5408, \"support_share\": 0.014190166067975303, \"cumulative_support\": 279165}, {\"value_label\": \"53\", \"support\": 5331, \"support_share\": 0.01398812413246604, \"cumulative_support\": 284496}, {\"value_label\": \"36\", \"support\": 5066, \"support_share\": 0.013292785003765326, \"cumulative_support\": 289562}, {\"value_label\": \"33\", \"support\": 5010, \"support_share\": 0.013145845414304044, \"cumulative_support\": 294572}, {\"value_label\": \"32\", \"support\": 4998, \"support_share\": 0.013114358359419483, \"cumulative_support\": 299570}, {\"value_label\": \"54\", \"support\": 4997, \"support_share\": 0.013111734438179104, \"cumulative_support\": 304567}, {\"value_label\": \"35\", \"support\": 4936, \"support_share\": 0.01295167524251592, \"cumulative_support\": 309503}, {\"value_label\": \"34\", \"support\": 4895, \"support_share\": 0.012844094471660338, \"cumulative_support\": 314398}, {\"value_label\": \"55\", \"support\": 4495, \"support_share\": 0.011794525975508318, \"cumulative_support\": 318893}, {\"value_label\": \"56\", \"support\": 4063, \"support_share\": 0.010660991999664138, \"cumulative_support\": 322956}, {\"value_label\": \"57\", \"support\": 3944, \"support_share\": 0.010348745372058913, \"cumulative_support\": 326900}, {\"value_label\": \"58\", \"support\": 3822, \"support_share\": 0.010028626980732546, \"cumulative_support\": 330722}, {\"value_label\": \"59\", \"support\": 3614, \"support_share\": 0.009482851362733496, \"cumulative_support\": 334336}, {\"value_label\": \"60\", \"support\": 3534, \"support_share\": 0.009272937663503093, \"cumulative_support\": 337870}, {\"value_label\": \"61\", \"support\": 3341, \"support_share\": 0.008766520864109744, \"cumulative_support\": 341211}, {\"value_label\": \"62\", \"support\": 3104, \"support_share\": 0.008144651530139671, \"cumulative_support\": 344315}, {\"value_label\": \"63\", \"support\": 3084, \"support_share\": 0.00809217310533207, \"cumulative_support\": 347399}, {\"value_label\": \"64\", \"support\": 2850, \"support_share\": 0.007478175535083139, \"cumulative_support\": 350249}, {\"value_label\": \"65\", \"support\": 2791, \"support_share\": 0.0073233641819007165, \"cumulative_support\": 353040}, {\"value_label\": \"66\", \"support\": 2725, \"support_share\": 0.007150185380035633, \"cumulative_support\": 355765}, {\"value_label\": \"67\", \"support\": 2624, \"support_share\": 0.006885169334757248, \"cumulative_support\": 358389}, {\"value_label\": \"69\", \"support\": 2530, \"support_share\": 0.006638520738161523, \"cumulative_support\": 360919}, {\"value_label\": \"68\", \"support\": 2440, \"support_share\": 0.006402367826527319, \"cumulative_support\": 363359}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 191.34}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b09945edd66e0439/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b09945edd66e0439/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..54b7350def50eadb9dd61bd86a67da02f1fbc849 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b09945edd66e0439/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:26.519290+00:00", + "ended_at": "2026-05-19T16:32:26.713204+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_b09945edd66e0439", + "problem_id": "v2p_m11_2c10c0a1ce0619fb", + "dataset_id": "m11", + "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=Age.", + "bindings": { + "group_col": "Age" + }, + "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/m11/sql/v2q_m11_b09945edd66e0439.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/m11/artifacts/v2q_m11_b09945edd66e0439/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b09945edd66e0439/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b09945edd66e0439/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/m11/artifacts/v2q_m11_b30b6e407be496d9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b30b6e407be496d9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..efbae18878aed07c3f1346061fdd54290703d470 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b30b6e407be496d9/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:25:54.737170+00:00", + "ended_at": "2026-05-19T16:26:02.135037+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_b30b6e407be496d9", + "problem_id": "v2p_m11_7fd373ab19240f48", + "dataset_id": "m11", + "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=Driving_License, condition_col=Gender.", + "bindings": { + "group_col": "Driving_License", + "condition_col": "Gender", + "condition_value": "Male", + "positive_value": "Male", + "negative_value": "Female", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_b30b6e407be496d9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b30b6e407be496d9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49da4d048ff28fc82ce8637f4a719e1cf8e2459f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b30b6e407be496d9/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:58.243705+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": 3487.41, "started_at": "2026-05-19T16:25:54.755357+00:00", "ended_at": "2026-05-19T16:25:58.242821+00:00", "prompt_metrics": {"chars": 8065, "bytes_utf8": 8065, "lines": 243, "estimated_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-e2c2-7562-914c-69f5c4ae6b9c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:26:02.134899+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": 2888.78, "started_at": "2026-05-19T16:25:59.244906+00:00", "ended_at": "2026-05-19T16:26:02.133741+00:00", "prompt_metrics": {"chars": 8065, "bytes_utf8": 8065, "lines": 243, "estimated_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-f45d-7422-8ac1-945d7d27f3c8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_b3a29de4d23e15c6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b3a29de4d23e15c6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..de864fe7eba3654b8ae0e564a514cb4ae3e1b1fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b3a29de4d23e15c6/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:12:38.299937+00:00", + "ended_at": "2026-05-19T16:12:45.807891+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_b3a29de4d23e15c6", + "problem_id": "v2p_m11_ff18d49b05c58d22", + "dataset_id": "m11", + "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=Response, measure_col=Vintage.", + "bindings": { + "group_col": "Response", + "measure_col": "Vintage", + "item_col": "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": 71.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_b3a29de4d23e15c6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b3a29de4d23e15c6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3cb47927a3529f03b331596592ef6bef7a8682ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b3a29de4d23e15c6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:41.247037+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": 2933.35, "started_at": "2026-05-19T16:12:38.312891+00:00", "ended_at": "2026-05-19T16:12:41.246268+00:00", "prompt_metrics": {"chars": 8187, "bytes_utf8": 8187, "lines": 242, "estimated_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-bb24-7ed0-ab70-47f1c4a4cdf5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:12:45.807796+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": 3559.22, "started_at": "2026-05-19T16:12:42.247837+00:00", "ended_at": "2026-05-19T16:12:45.807085+00:00", "prompt_metrics": {"chars": 8187, "bytes_utf8": 8187, "lines": 242, "estimated_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-ca9b-7050-b2c5-dff7c6efb398\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d3d96c2ea356906694ee5a11321d049452677152 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b4055d71dbd73125/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": "2026-05-19T16:13:01.440914+00:00", + "ended_at": "2026-05-19T16:13:06.448186+00:00", + "elapsed_ms": 5007.23, + "returncode": 1, + "prompt_metrics": { + "chars": 8181, + "bytes_utf8": 8181, + "lines": 242, + "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/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..57732df690f8062331417c97e65fa13ef11e86b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b4055d71dbd73125/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": "2026-05-19T16:13:07.449938+00:00", + "ended_at": "2026-05-19T16:13:10.151114+00:00", + "elapsed_ms": 2701.13, + "returncode": 1, + "prompt_metrics": { + "chars": 8181, + "bytes_utf8": 8181, + "lines": 242, + "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/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43f4212b37d24f34dfd5617a37a1be30d5d29af0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Gender, measure_col=id.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Gender", + "measure_col": "id", + "item_col": "Age", + "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": 300232.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..43f4212b37d24f34dfd5617a37a1be30d5d29af0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,242 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Gender, measure_col=id.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Gender", + "measure_col": "id", + "item_col": "Age", + "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": 300232.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc4b422fd77179685958f56ab4d751ca66e37a6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-1590-7b61-b5ec-fc138485be16"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71509e480c888ebe310fb1ffdfead0c9d26acf4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-1590-7b61-b5ec-fc138485be16"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..05027bdaa12bfaed71fe2c66f1b34e1d89d04333 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-2cff-7751-9d13-cbe60cf93b09"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..21437f4c21e908dadf1ecf229332c6737580ed69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-2cff-7751-9d13-cbe60cf93b09"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b4055d71dbd73125/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/m11/artifacts/v2q_m11_b4055d71dbd73125/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b4055d71dbd73125/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/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e7981089526ed546d4b31a1d4f2f555536b0dd79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/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": "2026-05-19T16:28:18.079299+00:00", + "ended_at": "2026-05-19T16:28:21.573081+00:00", + "elapsed_ms": 3493.74, + "returncode": 1, + "prompt_metrics": { + "chars": 7771, + "bytes_utf8": 7771, + "lines": 238, + "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/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bf5e85525a483f9b77afc99f914f943ef73b1d4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/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": "2026-05-19T16:28:22.576023+00:00", + "ended_at": "2026-05-19T16:28:25.856955+00:00", + "elapsed_ms": 3280.87, + "returncode": 1, + "prompt_metrics": { + "chars": 7771, + "bytes_utf8": 7771, + "lines": 238, + "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/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c90e882602827811f08de2fb47fcb741dcd83be6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Age.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Age", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c90e882602827811f08de2fb47fcb741dcd83be6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Age.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Age", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..13b60b8efed8ff1d3b8acf085ba4d4edf0f4a65b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-12ae-7fb1-a152-b073ead06a93"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..509025673e22ef7a3c4a510e622d9c7e2f02a9d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-12ae-7fb1-a152-b073ead06a93"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..454cad4e19e2987548ad46fcbc228b041c6ee96d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-243a-7221-bfbc-01a4d99af85d"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e4ef84cd0c0a852c3fb63bbed692b5c40fe35dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-243a-7221-bfbc-01a4d99af85d"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/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/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b6dc8e0fac2f60f5/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/m11/artifacts/v2q_m11_b982c75be9caf399/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b982c75be9caf399/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b982c75be9caf399/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/m11/artifacts/v2q_m11_b982c75be9caf399/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b982c75be9caf399/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f2631b068c99ef9dc0cdd6aa1bddecb84557cc32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b982c75be9caf399/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: m11 +-- 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_m11_b982c75be9caf399 +-- problem_id: v2p_m11_625b0a88bf813880 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "id", + COUNT(*) AS support, + AVG("Region_Code") AS avg_response +FROM "m11" +GROUP BY "id" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b982c75be9caf399/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b982c75be9caf399/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1bc10fbd4ca0e2f8910ebd3b680990ae7b9f375 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b982c75be9caf399/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: m11\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_m11_b982c75be9caf399\n-- problem_id: v2p_m11_625b0a88bf813880\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"id\",\n COUNT(*) AS support,\n AVG(\"Region_Code\") AS avg_response\nFROM \"m11\"\nGROUP BY \"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: m11\\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_m11_b982c75be9caf399\\n-- problem_id: v2p_m11_625b0a88bf813880\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"id\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Region_Code\\\") AS avg_response\\nFROM \\\"m11\\\"\\nGROUP BY \\\"id\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"id\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 214.87}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b982c75be9caf399/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b982c75be9caf399/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..63c8a3af54fb9b1062bdcea3c5f39282a7a33199 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b982c75be9caf399/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:29.849887+00:00", + "ended_at": "2026-05-19T16:32:30.066512+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_b982c75be9caf399", + "problem_id": "v2p_m11_625b0a88bf813880", + "dataset_id": "m11", + "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=Region_Code, key_col=id.", + "bindings": { + "key_col": "id", + "measure_col": "Region_Code", + "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/m11/sql/v2q_m11_b982c75be9caf399.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/m11/artifacts/v2q_m11_b982c75be9caf399/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b982c75be9caf399/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_b982c75be9caf399/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/m11/artifacts/v2q_m11_bae04fc75385527a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bae04fc75385527a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..28647920d6bcbfd5ab3681dd07c4b1daf7bd79b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bae04fc75385527a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Policy_Sales_Channel": "152.0", "support": 134784, "avg_response": 30889.192493174265}, {"Policy_Sales_Channel": "26.0", "support": 79700, "avg_response": 33654.241355081555}, {"Policy_Sales_Channel": "124.0", "support": 73995, "avg_response": 31710.19116156497}, {"Policy_Sales_Channel": "160.0", "support": 21779, "avg_response": 25575.744937784104}, {"Policy_Sales_Channel": "156.0", "support": 10661, "avg_response": 11415.818309727043}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bae04fc75385527a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bae04fc75385527a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..77cf67f0455b422823addbea5d730dc39a338451 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bae04fc75385527a/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: m11 +-- 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_m11_bae04fc75385527a +-- problem_id: v2p_m11_7ffbd0f6db5e2c18 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Policy_Sales_Channel", + COUNT(*) AS support, + AVG("Annual_Premium") AS avg_response +FROM "m11" +GROUP BY "Policy_Sales_Channel" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bae04fc75385527a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bae04fc75385527a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59f565f964cba0e074baf4ba7ce6ed4ef650e091 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bae04fc75385527a/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: m11\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_m11_bae04fc75385527a\n-- problem_id: v2p_m11_7ffbd0f6db5e2c18\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Policy_Sales_Channel\",\n COUNT(*) AS support,\n AVG(\"Annual_Premium\") AS avg_response\nFROM \"m11\"\nGROUP BY \"Policy_Sales_Channel\"\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: m11\\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_m11_bae04fc75385527a\\n-- problem_id: v2p_m11_7ffbd0f6db5e2c18\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Policy_Sales_Channel\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Annual_Premium\\\") AS avg_response\\nFROM \\\"m11\\\"\\nGROUP BY \\\"Policy_Sales_Channel\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Policy_Sales_Channel\", \"support\", \"avg_response\"], \"rows\": [{\"Policy_Sales_Channel\": \"152.0\", \"support\": 134784, \"avg_response\": 30889.192493174265}, {\"Policy_Sales_Channel\": \"26.0\", \"support\": 79700, \"avg_response\": 33654.241355081555}, {\"Policy_Sales_Channel\": \"124.0\", \"support\": 73995, \"avg_response\": 31710.19116156497}, {\"Policy_Sales_Channel\": \"160.0\", \"support\": 21779, \"avg_response\": 25575.744937784104}, {\"Policy_Sales_Channel\": \"156.0\", \"support\": 10661, \"avg_response\": 11415.818309727043}, {\"Policy_Sales_Channel\": \"122.0\", \"support\": 9930, \"avg_response\": 36938.47250755287}, {\"Policy_Sales_Channel\": \"157.0\", \"support\": 6684, \"avg_response\": 13940.624177139438}, {\"Policy_Sales_Channel\": \"154.0\", \"support\": 5993, \"avg_response\": 28224.946771233106}, {\"Policy_Sales_Channel\": \"151.0\", \"support\": 3885, \"avg_response\": 29307.49806949807}, {\"Policy_Sales_Channel\": \"163.0\", \"support\": 2893, \"avg_response\": 24638.577255444176}, {\"Policy_Sales_Channel\": \"13.0\", \"support\": 1865, \"avg_response\": 37699.4600536193}, {\"Policy_Sales_Channel\": \"25.0\", \"support\": 1848, \"avg_response\": 36928.830627705625}, {\"Policy_Sales_Channel\": \"7.0\", \"support\": 1598, \"avg_response\": 37824.6846057572}, {\"Policy_Sales_Channel\": \"8.0\", \"support\": 1515, \"avg_response\": 32159.548514851485}, {\"Policy_Sales_Channel\": \"30.0\", \"support\": 1410, \"avg_response\": 30661.735460992906}, {\"Policy_Sales_Channel\": \"55.0\", \"support\": 1264, \"avg_response\": 40482.22389240506}, {\"Policy_Sales_Channel\": \"155.0\", \"support\": 1234, \"avg_response\": 29946.26256077796}, {\"Policy_Sales_Channel\": \"11.0\", \"support\": 1203, \"avg_response\": 30555.82876142976}, {\"Policy_Sales_Channel\": \"1.0\", \"support\": 1074, \"avg_response\": 2968.764432029795}, {\"Policy_Sales_Channel\": \"52.0\", \"support\": 1055, \"avg_response\": 39850.758293838866}, {\"Policy_Sales_Channel\": \"125.0\", \"support\": 1026, \"avg_response\": 37653.0477582846}, {\"Policy_Sales_Channel\": \"15.0\", \"support\": 888, \"avg_response\": 5257.39527027027}, {\"Policy_Sales_Channel\": \"29.0\", \"support\": 843, \"avg_response\": 33498.54685646501}, {\"Policy_Sales_Channel\": \"12.0\", \"support\": 783, \"avg_response\": 33572.48786717752}, {\"Policy_Sales_Channel\": \"120.0\", \"support\": 769, \"avg_response\": 29050.74512353706}, {\"Policy_Sales_Channel\": \"24.0\", \"support\": 750, \"avg_response\": 37727.83466666667}, {\"Policy_Sales_Channel\": \"31.0\", \"support\": 631, \"avg_response\": 30419.954041204437}, {\"Policy_Sales_Channel\": \"14.0\", \"support\": 622, \"avg_response\": 33877.26045016077}, {\"Policy_Sales_Channel\": \"153.0\", \"support\": 607, \"avg_response\": 33132.1647446458}, {\"Policy_Sales_Channel\": \"61.0\", \"support\": 579, \"avg_response\": 35643.243523316065}, {\"Policy_Sales_Channel\": \"3.0\", \"support\": 523, \"avg_response\": 36660.1931166348}, {\"Policy_Sales_Channel\": \"16.0\", \"support\": 523, \"avg_response\": 32008.34225621415}, {\"Policy_Sales_Channel\": \"60.0\", \"support\": 517, \"avg_response\": 30981.377176015474}, {\"Policy_Sales_Channel\": \"4.0\", \"support\": 509, \"avg_response\": 30163.047151277013}, {\"Policy_Sales_Channel\": \"158.0\", \"support\": 492, \"avg_response\": 13791.556910569107}, {\"Policy_Sales_Channel\": \"23.0\", \"support\": 422, \"avg_response\": 31780.99289099526}, {\"Policy_Sales_Channel\": \"22.0\", \"support\": 332, \"avg_response\": 30743.072289156626}, {\"Policy_Sales_Channel\": \"150.0\", \"support\": 312, \"avg_response\": 32461.208333333332}, {\"Policy_Sales_Channel\": \"10.0\", \"support\": 264, \"avg_response\": 31288.049242424244}, {\"Policy_Sales_Channel\": \"19.0\", \"support\": 222, \"avg_response\": 32732.256756756757}, {\"Policy_Sales_Channel\": \"136.0\", \"support\": 185, \"avg_response\": 31258.94054054054}, {\"Policy_Sales_Channel\": \"147.0\", \"support\": 184, \"avg_response\": 44183.260869565216}, {\"Policy_Sales_Channel\": \"109.0\", \"support\": 175, \"avg_response\": 30053.542857142857}, {\"Policy_Sales_Channel\": \"145.0\", \"support\": 174, \"avg_response\": 29007.816091954024}, {\"Policy_Sales_Channel\": \"9.0\", \"support\": 169, \"avg_response\": 4650.84023668639}, {\"Policy_Sales_Channel\": \"18.0\", \"support\": 167, \"avg_response\": 31359.395209580838}, {\"Policy_Sales_Channel\": \"91.0\", \"support\": 158, \"avg_response\": 28445.71518987342}, {\"Policy_Sales_Channel\": \"116.0\", \"support\": 154, \"avg_response\": 32005.766233766233}, {\"Policy_Sales_Channel\": \"37.0\", \"support\": 152, \"avg_response\": 37317.5}, {\"Policy_Sales_Channel\": \"21.0\", \"support\": 148, \"avg_response\": 26338.62837837838}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 212.67}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bae04fc75385527a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bae04fc75385527a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..17cba552e927f22d9c3e3631329a55b6fdc9bbc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bae04fc75385527a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:31.800810+00:00", + "ended_at": "2026-05-19T16:32:32.016502+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_bae04fc75385527a", + "problem_id": "v2p_m11_7ffbd0f6db5e2c18", + "dataset_id": "m11", + "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=Annual_Premium, key_col=Policy_Sales_Channel.", + "bindings": { + "key_col": "Policy_Sales_Channel", + "measure_col": "Annual_Premium", + "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/m11/sql/v2q_m11_bae04fc75385527a.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/m11/artifacts/v2q_m11_bae04fc75385527a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bae04fc75385527a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bae04fc75385527a/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/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f576d2b033addd066bc9fdc22027619e951ef5d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_baefa1fa43882c47/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": "2026-05-19T16:15:04.008834+00:00", + "ended_at": "2026-05-19T16:15:07.061211+00:00", + "elapsed_ms": 3052.35, + "returncode": 1, + "prompt_metrics": { + "chars": 8621, + "bytes_utf8": 8621, + "lines": 243, + "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/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ee8a8b4aeca2cdd72d82f50acc4c3d910ab7a898 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_baefa1fa43882c47/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": "2026-05-19T16:15:08.062556+00:00", + "ended_at": "2026-05-19T16:15:11.068984+00:00", + "elapsed_ms": 3006.4, + "returncode": 1, + "prompt_metrics": { + "chars": 8621, + "bytes_utf8": 8621, + "lines": 243, + "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/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1b2a872d965f1869a057d4d6e2159a198e872ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Driving_License, condition_col=Gender.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Driving_License", + "condition_col": "Gender", + "condition_value": "Male", + "positive_value": "Male", + "negative_value": "Female", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1b2a872d965f1869a057d4d6e2159a198e872ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,243 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=Driving_License, condition_col=Gender.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "Driving_License", + "condition_col": "Gender", + "condition_value": "Male", + "positive_value": "Male", + "negative_value": "Female", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7135dfb1c123edc13efb43a5be5266a194bc5fcd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-f449-7311-8c38-4b48c13dc2a9"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e4acd25e1c0916adb2449849fe563ff5e928bf6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-f449-7311-8c38-4b48c13dc2a9"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e756cfb37ad505371dfd4846e8a3ab1ca17d23cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-0411-7940-b360-cf53e6c84f1a"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2be27565d196a947c08925f2cd254c746ca7cf2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-0411-7940-b360-cf53e6c84f1a"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_baefa1fa43882c47/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/m11/artifacts/v2q_m11_baefa1fa43882c47/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_baefa1fa43882c47/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/m11/artifacts/v2q_m11_bc5f24f2b41c97fc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bc5f24f2b41c97fc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..347e90cb1abfd655085fb8c93f7c86e6751726f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bc5f24f2b41c97fc/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:25:23.058682+00:00", + "ended_at": "2026-05-19T16:25:30.659755+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_bc5f24f2b41c97fc", + "problem_id": "v2p_m11_861fabe360c690ef", + "dataset_id": "m11", + "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=Gender, condition_col=Vehicle_Damage.", + "bindings": { + "group_col": "Gender", + "condition_col": "Vehicle_Damage", + "condition_value": "Yes", + "positive_value": "Yes", + "negative_value": "No", + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_bc5f24f2b41c97fc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bc5f24f2b41c97fc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c222b99363029c4724188c0cf0aab6e4ab72d242 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bc5f24f2b41c97fc/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:26.688756+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": 3609.27, "started_at": "2026-05-19T16:25:23.078502+00:00", "ended_at": "2026-05-19T16:25:26.687809+00:00", "prompt_metrics": {"chars": 8054, "bytes_utf8": 8054, "lines": 243, "estimated_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-670d-7c23-b8ad-ab89517c58e2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:25:30.659635+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": 2967.24, "started_at": "2026-05-19T16:25:27.691205+00:00", "ended_at": "2026-05-19T16:25:30.658514+00:00", "prompt_metrics": {"chars": 8054, "bytes_utf8": 8054, "lines": 243, "estimated_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-7917-70c2-9a89-97cdc513349c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5d379818c631727882472e4255a42c249edc5407 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/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": "2026-05-19T16:31:59.773632+00:00", + "ended_at": "2026-05-19T16:32:03.447935+00:00", + "elapsed_ms": 3674.26, + "returncode": 1, + "prompt_metrics": { + "chars": 7867, + "bytes_utf8": 7867, + "lines": 240, + "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/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..91396a60623b818f196303c20f864b3f4e2b8b05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/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": "2026-05-19T16:32:04.451699+00:00", + "ended_at": "2026-05-19T16:32:10.587343+00:00", + "elapsed_ms": 6135.57, + "returncode": 1, + "prompt_metrics": { + "chars": 7867, + "bytes_utf8": 7867, + "lines": 240, + "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/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f5dcdd8cb48113ce1453c86b112dbf88ea438a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Response, measure_col=Age.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Response", + "measure_col": "Age", + "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": 46.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f5dcdd8cb48113ce1453c86b112dbf88ea438a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Response, measure_col=Age.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Response", + "measure_col": "Age", + "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": 46.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b284bfdec1402235cea713a824cbbac8228aac0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-74bb-7282-925d-d9939c31ea7d"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9bafb05e9a258e725ad70b9ca48a3fcc912bf20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-74bb-7282-925d-d9939c31ea7d"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c223823215fc2f8821d199cdd99bff5621563c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-86ec-7370-8620-cd3261812170"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebd29c9e0dabfd3dc3ac132200874add7418550f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4114-86ec-7370-8620-cd3261812170"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/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/m11/artifacts/v2q_m11_bcfefac98b22c991/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/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/m11/artifacts/v2q_m11_bcfefac98b22c991/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd61251579486564cde8ce1ed5bce46c6951ba7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:31:59.755164+00:00", + "ended_at": "2026-05-19T16:32:10.588444+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_bcfefac98b22c991", + "problem_id": "v2p_m11_7a395a40e29fd9d6", + "dataset_id": "m11", + "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=Response, measure_col=Age.", + "bindings": { + "group_col": "Response", + "measure_col": "Age", + "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": 46.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_bcfefac98b22c991/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc24f99d36e9968bd7b5894b9cf8d1b0aaac02e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bcfefac98b22c991/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:32:03.448954+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": 3674.26, "started_at": "2026-05-19T16:31:59.773632+00:00", "ended_at": "2026-05-19T16:32:03.447935+00:00", "prompt_metrics": {"chars": 7867, "bytes_utf8": 7867, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-74bb-7282-925d-d9939c31ea7d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:32:10.588331+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": 6135.57, "started_at": "2026-05-19T16:32:04.451699+00:00", "ended_at": "2026-05-19T16:32:10.587343+00:00", "prompt_metrics": {"chars": 7867, "bytes_utf8": 7867, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4114-86ec-7370-8620-cd3261812170\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_bde7975967f51452/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bde7975967f51452/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..72ee82934ef6979e4073f96efcb35ffa3c6ab7d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bde7975967f51452/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:12:30.547770+00:00", + "ended_at": "2026-05-19T16:12:38.299528+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_bde7975967f51452", + "problem_id": "v2p_m11_02abcd30f3d9dc6e", + "dataset_id": "m11", + "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=Vintage, measure_col=Policy_Sales_Channel.", + "bindings": { + "group_col": "Vintage", + "measure_col": "Policy_Sales_Channel", + "item_col": "Vintage", + "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": 140.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_bde7975967f51452/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bde7975967f51452/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d90a6c3ba2f1c6810ba03cb0472c89b5eb8160be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bde7975967f51452/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:33.765072+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": 3205.72, "started_at": "2026-05-19T16:12:30.558396+00:00", "ended_at": "2026-05-19T16:12:33.764150+00:00", "prompt_metrics": {"chars": 8220, "bytes_utf8": 8220, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-9ce5-79d3-b9ed-b7d6e385eb03\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:12:38.299402+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": 3532.56, "started_at": "2026-05-19T16:12:34.765939+00:00", "ended_at": "2026-05-19T16:12:38.298527+00:00", "prompt_metrics": {"chars": 8220, "bytes_utf8": 8220, "lines": 242, "estimated_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-ad44-7fe0-9f57-89b9da7945ba\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..434c0bd71f804ce530d19f46d0e1e63d97163cab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf4f4b9c433a68af/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": "2026-05-19T16:18:47.209735+00:00", + "ended_at": "2026-05-19T16:18:50.359210+00:00", + "elapsed_ms": 3149.45, + "returncode": 1, + "prompt_metrics": { + "chars": 8374, + "bytes_utf8": 8374, + "lines": 240, + "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/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..22f76c0045fcbfbe9641e40e9ddd23dd8e5704ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf4f4b9c433a68af/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": "2026-05-19T16:18:51.360710+00:00", + "ended_at": "2026-05-19T16:18:54.673858+00:00", + "elapsed_ms": 3313.12, + "returncode": 1, + "prompt_metrics": { + "chars": 8374, + "bytes_utf8": 8374, + "lines": 240, + "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/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70e314bba15d7306d498f082cf93baef1f47f298 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Previously_Insured, measure_col=Region_Code.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Previously_Insured", + "measure_col": "Region_Code", + "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": 20.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..70e314bba15d7306d498f082cf93baef1f47f298 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Previously_Insured, measure_col=Region_Code.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Previously_Insured", + "measure_col": "Region_Code", + "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": 20.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f90e92961d9ef00f6a7cd93ea20adb7c28d3e1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-5c28-7e70-b166-b13c05d031b7"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9deeaba7ef290bf92b77d0d18cc2f3a9e8af8ee3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-5c28-7e70-b166-b13c05d031b7"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb545d55945644855b6ec2915d45e98a100265b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-6c92-7fc1-87e6-5d18664a1e1d"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b1f566e707a8459f8e288989caf16544258fed4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-6c92-7fc1-87e6-5d18664a1e1d"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf4f4b9c433a68af/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/m11/artifacts/v2q_m11_bf4f4b9c433a68af/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf4f4b9c433a68af/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/m11/artifacts/v2q_m11_bf75330a359d4a49/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf75330a359d4a49/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c479b2db77e7b3a20d38b525f030dd175b8430f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf75330a359d4a49/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:24:42.558073+00:00", + "ended_at": "2026-05-19T16:24:49.601330+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_bf75330a359d4a49", + "problem_id": "v2p_m11_2d9a59e952b1880e", + "dataset_id": "m11", + "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=Policy_Sales_Channel, condition_col=Driving_License.", + "bindings": { + "group_col": "Policy_Sales_Channel", + "condition_col": "Driving_License", + "condition_value": "0", + "positive_value": "1", + "negative_value": "0", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_bf75330a359d4a49/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf75330a359d4a49/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..855ed99718d51d61dab00fd592580aaec33b8687 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_bf75330a359d4a49/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:45.508758+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": 2926.14, "started_at": "2026-05-19T16:24:42.581587+00:00", "ended_at": "2026-05-19T16:24:45.507785+00:00", "prompt_metrics": {"chars": 8071, "bytes_utf8": 8071, "lines": 243, "estimated_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-c8e2-7e02-be44-a8b3eca6845c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:24:49.601213+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": 3089.95, "started_at": "2026-05-19T16:24:46.510148+00:00", "ended_at": "2026-05-19T16:24:49.600155+00:00", "prompt_metrics": {"chars": 8071, "bytes_utf8": 8071, "lines": 243, "estimated_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-d838-7fa3-a635-ecd92673dc44\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_c07c14bc3e3b5b0c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c07c14bc3e3b5b0c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c74c8d0795f69ea15cb76c0d753e0e04aa4a53c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c07c14bc3e3b5b0c/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:26:27.214221+00:00", + "ended_at": "2026-05-19T16:26:35.215704+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_c07c14bc3e3b5b0c", + "problem_id": "v2p_m11_aa0f30611de60244", + "dataset_id": "m11", + "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=Previously_Insured, condition_col=Previously_Insured.", + "bindings": { + "group_col": "Previously_Insured", + "condition_col": "Previously_Insured", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_c07c14bc3e3b5b0c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c07c14bc3e3b5b0c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c633c8369c92af359d3cdf12f890a4d0c19ab73e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c07c14bc3e3b5b0c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:30.618467+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": 3385.82, "started_at": "2026-05-19T16:26:27.231423+00:00", "ended_at": "2026-05-19T16:26:30.617291+00:00", "prompt_metrics": {"chars": 8080, "bytes_utf8": 8080, "lines": 243, "estimated_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-617b-7d13-a8cf-578c4f0c337d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:26:35.215590+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": 3595.01, "started_at": "2026-05-19T16:26:31.619609+00:00", "ended_at": "2026-05-19T16:26:35.214663+00:00", "prompt_metrics": {"chars": 8080, "bytes_utf8": 8080, "lines": 243, "estimated_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-72d9-70a3-a887-d6b322177c2d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_c1f99b2f404384cf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c1f99b2f404384cf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0383f60c8bfcccb90448e4522eaad316250547c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c1f99b2f404384cf/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:13:34.217912+00:00", + "ended_at": "2026-05-19T16:13:41.655378+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_c1f99b2f404384cf", + "problem_id": "v2p_m11_11b6892d9a4c3c96", + "dataset_id": "m11", + "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=Driving_License, measure_col=Region_Code.", + "bindings": { + "group_col": "Driving_License", + "measure_col": "Region_Code", + "item_col": "Annual_Premium", + "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": 20.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=2/2", + "binding_index=32" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "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/m11/artifacts/v2q_m11_c1f99b2f404384cf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c1f99b2f404384cf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7511d7c2257a8dec30ae719b41a3a18a6af4015 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c1f99b2f404384cf/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:37.392168+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": 3162.65, "started_at": "2026-05-19T16:13:34.228661+00:00", "ended_at": "2026-05-19T16:13:37.391347+00:00", "prompt_metrics": {"chars": 8224, "bytes_utf8": 8224, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-9588-7da0-a43c-063f5b3d10b5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:13:41.655279+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": 3261.29, "started_at": "2026-05-19T16:13:38.393083+00:00", "ended_at": "2026-05-19T16:13:41.654407+00:00", "prompt_metrics": {"chars": 8224, "bytes_utf8": 8224, "lines": 242, "estimated_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-a5e0-79b3-856b-def4bb5a3363\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_c25b2773df806f49/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c25b2773df806f49/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cfe3f971785b0c9fde457d1ac8e8205bd1e4ae8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c25b2773df806f49/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Annual_Premium": "2630.0", "support": 64877, "avg_response": 26.264176826918632}, {"Annual_Premium": "69856.0", "support": 140, "avg_response": 27.714285714285715}, {"Annual_Premium": "39008.0", "support": 41, "avg_response": 26.170731707317074}, {"Annual_Premium": "38287.0", "support": 38, "avg_response": 27.736842105263158}, {"Annual_Premium": "45179.0", "support": 38, "avg_response": 27.55263157894737}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c25b2773df806f49/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c25b2773df806f49/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..64a9f1e25a17a73e83c1ce7b24b3b1c57583d70c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c25b2773df806f49/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: m11 +-- 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_m11_c25b2773df806f49 +-- problem_id: v2p_m11_f2e0bf5cc88d7761 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Annual_Premium", + COUNT(*) AS support, + AVG("Region_Code") AS avg_response +FROM "m11" +GROUP BY "Annual_Premium" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c25b2773df806f49/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c25b2773df806f49/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1180d62ca663da73a1dd39acff0426c4a74f1c97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c25b2773df806f49/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: m11\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_m11_c25b2773df806f49\n-- problem_id: v2p_m11_f2e0bf5cc88d7761\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Annual_Premium\",\n COUNT(*) AS support,\n AVG(\"Region_Code\") AS avg_response\nFROM \"m11\"\nGROUP BY \"Annual_Premium\"\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: m11\\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_m11_c25b2773df806f49\\n-- problem_id: v2p_m11_f2e0bf5cc88d7761\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Annual_Premium\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Region_Code\\\") AS avg_response\\nFROM \\\"m11\\\"\\nGROUP BY \\\"Annual_Premium\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Annual_Premium\", \"support\", \"avg_response\"], \"rows\": [{\"Annual_Premium\": \"2630.0\", \"support\": 64877, \"avg_response\": 26.264176826918632}, {\"Annual_Premium\": \"69856.0\", \"support\": 140, \"avg_response\": 27.714285714285715}, {\"Annual_Premium\": \"39008.0\", \"support\": 41, \"avg_response\": 26.170731707317074}, {\"Annual_Premium\": \"38287.0\", \"support\": 38, \"avg_response\": 27.736842105263158}, {\"Annual_Premium\": \"45179.0\", \"support\": 38, \"avg_response\": 27.55263157894737}, {\"Annual_Premium\": \"43707.0\", \"support\": 36, \"avg_response\": 40.083333333333336}, {\"Annual_Premium\": \"30117.0\", \"support\": 36, \"avg_response\": 23.944444444444443}, {\"Annual_Premium\": \"35074.0\", \"support\": 35, \"avg_response\": 29.485714285714284}, {\"Annual_Premium\": \"36086.0\", \"support\": 35, \"avg_response\": 25.485714285714284}, {\"Annual_Premium\": \"33877.0\", \"support\": 34, \"avg_response\": 30.441176470588236}, {\"Annual_Premium\": \"38452.0\", \"support\": 34, \"avg_response\": 25.058823529411764}, {\"Annual_Premium\": \"49324.0\", \"support\": 33, \"avg_response\": 27.575757575757574}, {\"Annual_Premium\": \"29333.0\", \"support\": 33, \"avg_response\": 20.666666666666668}, {\"Annual_Premium\": \"31470.0\", \"support\": 32, \"avg_response\": 32.125}, {\"Annual_Premium\": \"70720.0\", \"support\": 32, \"avg_response\": 28.0}, {\"Annual_Premium\": \"42118.0\", \"support\": 32, \"avg_response\": 27.5625}, {\"Annual_Premium\": \"30105.0\", \"support\": 32, \"avg_response\": 26.28125}, {\"Annual_Premium\": \"34966.0\", \"support\": 32, \"avg_response\": 9.34375}, {\"Annual_Premium\": \"37871.0\", \"support\": 31, \"avg_response\": 30.580645161290324}, {\"Annual_Premium\": \"34339.0\", \"support\": 31, \"avg_response\": 25.193548387096776}, {\"Annual_Premium\": \"32112.0\", \"support\": 31, \"avg_response\": 24.580645161290324}, {\"Annual_Premium\": \"35149.0\", \"support\": 31, \"avg_response\": 24.29032258064516}, {\"Annual_Premium\": \"33436.0\", \"support\": 30, \"avg_response\": 30.266666666666666}, {\"Annual_Premium\": \"29820.0\", \"support\": 30, \"avg_response\": 29.8}, {\"Annual_Premium\": \"28905.0\", \"support\": 30, \"avg_response\": 29.733333333333334}, {\"Annual_Premium\": \"29882.0\", \"support\": 30, \"avg_response\": 28.566666666666666}, {\"Annual_Premium\": \"30123.0\", \"support\": 30, \"avg_response\": 28.433333333333334}, {\"Annual_Premium\": \"29675.0\", \"support\": 30, \"avg_response\": 25.066666666666666}, {\"Annual_Premium\": \"29057.0\", \"support\": 29, \"avg_response\": 31.379310344827587}, {\"Annual_Premium\": \"42063.0\", \"support\": 29, \"avg_response\": 30.896551724137932}, {\"Annual_Premium\": \"30747.0\", \"support\": 29, \"avg_response\": 29.551724137931036}, {\"Annual_Premium\": \"31036.0\", \"support\": 29, \"avg_response\": 28.724137931034484}, {\"Annual_Premium\": \"32100.0\", \"support\": 29, \"avg_response\": 27.620689655172413}, {\"Annual_Premium\": \"30964.0\", \"support\": 29, \"avg_response\": 25.862068965517242}, {\"Annual_Premium\": \"29639.0\", \"support\": 29, \"avg_response\": 23.379310344827587}, {\"Annual_Premium\": \"33002.0\", \"support\": 29, \"avg_response\": 17.413793103448278}, {\"Annual_Premium\": \"30996.0\", \"support\": 28, \"avg_response\": 31.0}, {\"Annual_Premium\": \"32598.0\", \"support\": 28, \"avg_response\": 29.428571428571427}, {\"Annual_Premium\": \"32876.0\", \"support\": 28, \"avg_response\": 28.75}, {\"Annual_Premium\": \"37142.0\", \"support\": 28, \"avg_response\": 28.071428571428573}, {\"Annual_Premium\": \"72544.0\", \"support\": 28, \"avg_response\": 28.0}, {\"Annual_Premium\": \"30449.0\", \"support\": 28, \"avg_response\": 27.214285714285715}, {\"Annual_Premium\": \"38911.0\", \"support\": 28, \"avg_response\": 25.5}, {\"Annual_Premium\": \"35382.0\", \"support\": 28, \"avg_response\": 25.464285714285715}, {\"Annual_Premium\": \"32908.0\", \"support\": 28, \"avg_response\": 25.392857142857142}, {\"Annual_Premium\": \"33171.0\", \"support\": 28, \"avg_response\": 24.785714285714285}, {\"Annual_Premium\": \"34946.0\", \"support\": 28, \"avg_response\": 24.5}, {\"Annual_Premium\": \"30441.0\", \"support\": 28, \"avg_response\": 23.428571428571427}, {\"Annual_Premium\": \"27930.0\", \"support\": 28, \"avg_response\": 19.214285714285715}, {\"Annual_Premium\": \"39443.0\", \"support\": 28, \"avg_response\": 17.785714285714285}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 294.51}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c25b2773df806f49/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c25b2773df806f49/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fb2fd3e5fd47f3e3e3a97ef8957824edcc30498b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c25b2773df806f49/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:31.283012+00:00", + "ended_at": "2026-05-19T16:32:31.580883+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_c25b2773df806f49", + "problem_id": "v2p_m11_f2e0bf5cc88d7761", + "dataset_id": "m11", + "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=Region_Code, key_col=Annual_Premium.", + "bindings": { + "key_col": "Annual_Premium", + "measure_col": "Region_Code", + "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/m11/sql/v2q_m11_c25b2773df806f49.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/m11/artifacts/v2q_m11_c25b2773df806f49/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c25b2773df806f49/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c25b2773df806f49/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/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1fbccffa6b0543c58d2e55f0655871c3ddaa0bfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c2884e89cfb77b7a/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": "2026-05-19T16:28:56.800371+00:00", + "ended_at": "2026-05-19T16:28:59.886747+00:00", + "elapsed_ms": 3086.34, + "returncode": 1, + "prompt_metrics": { + "chars": 7800, + "bytes_utf8": 7800, + "lines": 238, + "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/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9b37e76797b0c57c6f1d9bf4757220e9ce02ca61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c2884e89cfb77b7a/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": "2026-05-19T16:29:00.889454+00:00", + "ended_at": "2026-05-19T16:29:04.627407+00:00", + "elapsed_ms": 3737.89, + "returncode": 1, + "prompt_metrics": { + "chars": 7800, + "bytes_utf8": 7800, + "lines": 238, + "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/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9f50afc4072f031167a5e245fb50905e3a41e17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Previously_Insured.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Previously_Insured", + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9f50afc4072f031167a5e245fb50905e3a41e17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Previously_Insured.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Previously_Insured", + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3954cb09a3fc10082fdfd2d548673efbd3d755cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-a9f6-74e3-bbdd-30be814ecadd"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c52f2795c3e2ea0d7d438fad396c642be5fe257 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-a9f6-74e3-bbdd-30be814ecadd"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29f00f46a0767e4078c2f7a7dc71e31f91f68faf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-b9f0-7222-b1d8-7d47fc8fdc1c"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..23f2d4a307776908eb19d9d336950a7459c96c61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-b9f0-7222-b1d8-7d47fc8fdc1c"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c2884e89cfb77b7a/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/m11/artifacts/v2q_m11_c2884e89cfb77b7a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c2884e89cfb77b7a/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/m11/artifacts/v2q_m11_c458050265c43083/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c458050265c43083/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..414d1048696f4946d23fc29aa87491048b1f9838 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c458050265c43083/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:20:03.364379+00:00", + "ended_at": "2026-05-19T16:20:10.908864+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_c458050265c43083", + "problem_id": "v2p_m11_555ee5191a5d5c80", + "dataset_id": "m11", + "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=Response, measure_col=Age.", + "bindings": { + "group_col": "Response", + "measure_col": "Age", + "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": 46.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_c458050265c43083/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c458050265c43083/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de697776d00bc52bf76c7bc2a3035ea7e97d2766 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c458050265c43083/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:06.585596+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": 3208.39, "started_at": "2026-05-19T16:20:03.376037+00:00", "ended_at": "2026-05-19T16:20:06.584461+00:00", "prompt_metrics": {"chars": 8337, "bytes_utf8": 8337, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-85c8-7650-8fe0-e7b5d0af7467\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:20:10.908776+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": 3320.82, "started_at": "2026-05-19T16:20:07.587218+00:00", "ended_at": "2026-05-19T16:20:10.908083+00:00", "prompt_metrics": {"chars": 8337, "bytes_utf8": 8337, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-9635-7983-bf76-10ceef02752c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_c569ee91b3ddfa13/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c569ee91b3ddfa13/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9411beac6078e5205a561d0f1f696985d6211409 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c569ee91b3ddfa13/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Male", "support": 206089, "support_share": 0.5407613045086839, "support_rank": 1}, {"value_label": "Female", "support": 175020, "support_share": 0.45923869549131613, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c569ee91b3ddfa13/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c569ee91b3ddfa13/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a57cdc2b2ac1c85f23e6e7bbf00ace87069c5265 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c569ee91b3ddfa13/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: m11 +-- 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_m11_c569ee91b3ddfa13 +-- problem_id: v2p_m11_0a1758e9b8c13762 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Gender" AS value_label, COUNT(*) AS support + FROM "m11" + GROUP BY "Gender" +) +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/m11/artifacts/v2q_m11_c569ee91b3ddfa13/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c569ee91b3ddfa13/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1eb957cf3811a144fef82b35c770327c1a9cb9c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c569ee91b3ddfa13/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: m11\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_m11_c569ee91b3ddfa13\n-- problem_id: v2p_m11_0a1758e9b8c13762\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Gender\" AS value_label, COUNT(*) AS support\n FROM \"m11\"\n GROUP BY \"Gender\"\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: m11\\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_m11_c569ee91b3ddfa13\\n-- problem_id: v2p_m11_0a1758e9b8c13762\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Gender\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m11\\\"\\n GROUP BY \\\"Gender\\\"\\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\": \"Male\", \"support\": 206089, \"support_share\": 0.5407613045086839, \"support_rank\": 1}, {\"value_label\": \"Female\", \"support\": 175020, \"support_share\": 0.45923869549131613, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 142.85}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c569ee91b3ddfa13/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c569ee91b3ddfa13/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b189e0d93a5602c3fbd45d0fb0236f681a942f52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c569ee91b3ddfa13/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:28.011400+00:00", + "ended_at": "2026-05-19T16:32:28.156324+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_c569ee91b3ddfa13", + "problem_id": "v2p_m11_0a1758e9b8c13762", + "dataset_id": "m11", + "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=Gender.", + "bindings": { + "group_col": "Gender" + }, + "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/m11/sql/v2q_m11_c569ee91b3ddfa13.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/m11/artifacts/v2q_m11_c569ee91b3ddfa13/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c569ee91b3ddfa13/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c569ee91b3ddfa13/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/m11/artifacts/v2q_m11_c6dba965df953886/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18c76aea4705338cba16618881859d0eaf42258a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7780, "bytes_utf8": 7780, "lines": 240, "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": 7780, "bytes_utf8": 7780, "lines": 240, "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": 350, "bytes_utf8": 350, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14327, "cached_input_tokens": 12032, "output_tokens": 422, "reasoning_output_tokens": 325}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..93441f5344b315fbaa3db89a2651adb5c35be37e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/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": "m11", + "model": "v2-cli:codex", + "run_id": "v2q_m11_c6dba965df953886", + "api_calls": 0, + "input_tokens": 14327, + "cached_input_tokens": 12032, + "output_tokens": 422, + "total_tokens": 14749, + "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": 13106.57, + "sql_execution_elapsed_ms_total": 168.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/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/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bb0b6a3fda93f5a8ea5ec1f9e3016fb6b0753c1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/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": "2026-05-19T16:07:52.879107+00:00", + "ended_at": "2026-05-19T16:07:55.665332+00:00", + "elapsed_ms": 2786.2, + "returncode": 1, + "prompt_metrics": { + "chars": 7780, + "bytes_utf8": 7780, + "lines": 240, + "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/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..40e01aede3bc2b6d67cc82b309657d78748da22c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/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": "2026-05-19T16:07:56.667349+00:00", + "ended_at": "2026-05-19T16:08:06.987761+00:00", + "elapsed_ms": 10320.37, + "prompt_metrics": { + "chars": 7780, + "bytes_utf8": 7780, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 712, + "bytes_utf8": 712, + "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": 350, + "bytes_utf8": 350, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14327, + "cached_input_tokens": 12032, + "output_tokens": 422, + "reasoning_output_tokens": 325 + } + }, + "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/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d72962034843ddadef78ce7267c4e6bb2a576f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Gender, measure_col=id.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Gender", + "measure_col": "id", + "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": 300232.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d72962034843ddadef78ce7267c4e6bb2a576f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Gender, measure_col=id.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "Gender", + "measure_col": "id", + "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": 300232.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca351a5b95fd9373dee05049cf295e4ed5ad1490 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-602f-7a82-92a1-99eabbbd9454"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..443c26ce6b6a8e0559a8cd4c57781e37f1d36053 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-602f-7a82-92a1-99eabbbd9454"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0755e2d196377af7c2a8e957588fafc38b315388 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-6ef2-7f13-8d85-bf8fb63c5ba3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum.\\nSELECT \\\"Gender\\\", SUM(CAST(\\\"id\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"m11\\\"\\nGROUP BY \\\"Gender\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the required grouped numeric sum template with \\\"Gender\\\" as the grouping column. Cast \\\"id\\\" to NUMERIC because the schema snapshot stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14327,"cached_input_tokens":12032,"output_tokens":422,"reasoning_output_tokens":325}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e8027fb065f8301c114c24dc8a54242d4168d8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum.\nSELECT \"Gender\", SUM(CAST(\"id\" AS NUMERIC)) AS \"total_measure\"\nFROM \"m11\"\nGROUP BY \"Gender\"\nORDER BY \"total_measure\" DESC;","notes":"Used the required grouped numeric sum template with \"Gender\" as the grouping column. Cast \"id\" to NUMERIC because the schema snapshot stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/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/m11/artifacts/v2q_m11_c6dba965df953886/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c6dba965df953886/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/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a8387acf8397d196f500cc41c0ed2a538b66085b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c74be76ea48541e7/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": "2026-05-19T16:19:55.211139+00:00", + "ended_at": "2026-05-19T16:19:59.532510+00:00", + "elapsed_ms": 4321.34, + "returncode": 1, + "prompt_metrics": { + "chars": 8335, + "bytes_utf8": 8335, + "lines": 240, + "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/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..01e726748d0592bb52188fa32e5e13848b368288 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c74be76ea48541e7/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": "2026-05-19T16:20:00.534207+00:00", + "ended_at": "2026-05-19T16:20:03.363200+00:00", + "elapsed_ms": 2828.96, + "returncode": 1, + "prompt_metrics": { + "chars": 8335, + "bytes_utf8": 8335, + "lines": 240, + "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/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47b04f4771f0bc9aa2a79ee79b92a3bd69601e90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Response, measure_col=Age.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Response", + "measure_col": "Age", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..47b04f4771f0bc9aa2a79ee79b92a3bd69601e90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Response, measure_col=Age.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Response", + "measure_col": "Age", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..41eb1d450b02b681e6bf9bfef8f3794fe61e15cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-65d4-7a43-8886-9c89b694bc35"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f32f4ef992a52cdfa350c107d711f0bdb01b8a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-65d4-7a43-8886-9c89b694bc35"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c600f26ad9ea023df69355fc7f3bd4ce982e96b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-7a9a-79d3-b832-7a1a97f29e80"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4e8992ea32f88a613a48574b44c8cd0c2d6a989 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-7a9a-79d3-b832-7a1a97f29e80"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c74be76ea48541e7/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/m11/artifacts/v2q_m11_c74be76ea48541e7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_c74be76ea48541e7/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/m11/artifacts/v2q_m11_ca5871a03e77eaef/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ca5871a03e77eaef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7dd338c7eefd9ab8ceee7ba07f7c9af903d6c3eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ca5871a03e77eaef/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:27:29.079280+00:00", + "ended_at": "2026-05-19T16:27:36.682693+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_ca5871a03e77eaef", + "problem_id": "v2p_m11_3fb270f2aca7309f", + "dataset_id": "m11", + "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=id.", + "bindings": { + "measure_col": "id", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_ca5871a03e77eaef/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ca5871a03e77eaef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcf08db11b7629d1da77b0b154f0e27bc29f2d89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ca5871a03e77eaef/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:32.644356+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": 3544.81, "started_at": "2026-05-19T16:27:29.098527+00:00", "ended_at": "2026-05-19T16:27:32.643373+00:00", "prompt_metrics": {"chars": 7719, "bytes_utf8": 7719, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-5333-7ea2-8dcd-15e92536d059\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:27:36.682579+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": 3035.35, "started_at": "2026-05-19T16:27:33.646085+00:00", "ended_at": "2026-05-19T16:27:36.681507+00:00", "prompt_metrics": {"chars": 7719, "bytes_utf8": 7719, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-64fd-7932-8d48-fbeea6bf3a00\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_cb17837ebd67fd37/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cb17837ebd67fd37/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..42042dc57429bcb99de926a7eed385c43efc0633 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cb17837ebd67fd37/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:21:55.555736+00:00", + "ended_at": "2026-05-19T16:22:06.723628+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_cb17837ebd67fd37", + "problem_id": "v2p_m11_a78837aca02f7daa", + "dataset_id": "m11", + "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=Vehicle_Damage, measure_col=Region_Code.", + "bindings": { + "group_col": "Vehicle_Damage", + "measure_col": "Region_Code", + "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": 20.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_cb17837ebd67fd37/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cb17837ebd67fd37/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..638000f5ce3959c9e64794fe350a51bcaedd7b93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cb17837ebd67fd37/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:58.821675+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": 3253.42, "started_at": "2026-05-19T16:21:55.567497+00:00", "ended_at": "2026-05-19T16:21:58.820949+00:00", "prompt_metrics": {"chars": 7988, "bytes_utf8": 7988, "lines": 240, "estimated_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-3c2e-7430-b554-0c959ccfcee3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:22:06.723526+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": 6899.6, "started_at": "2026-05-19T16:21:59.822886+00:00", "ended_at": "2026-05-19T16:22:06.722530+00:00", "prompt_metrics": {"chars": 7988, "bytes_utf8": 7988, "lines": 240, "estimated_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-4c88-7253-b969-6113a1b3632e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_cbb8cc5e8734262b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbb8cc5e8734262b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..12733b5736630ad079f068306a32fa293df479b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbb8cc5e8734262b/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=Gender, measure_col=id. +Result preview: [{"Gender": "Male", "total_measure": 39292165894}, {"Gender": "Female", "total_measure": 33330059601}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbb8cc5e8734262b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbb8cc5e8734262b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f627b9e99f5191fa0023ab51ce3ace799ba0533 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbb8cc5e8734262b/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: m11 +-- 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_m11_cbb8cc5e8734262b +-- problem_id: v2p_m11_c155d2425653c42b +-- realization_mode: agent +-- source_kind: agent +SELECT "Gender", SUM(CAST("id" AS NUMERIC)) AS "total_measure" +FROM "m11" +GROUP BY "Gender" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbb8cc5e8734262b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbb8cc5e8734262b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..061a2b491b97de3c4654a17f23f9ed0e74e948aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbb8cc5e8734262b/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 \"Gender\", SUM(CAST(\"id\" AS NUMERIC)) AS \"total_measure\"\nFROM \"m11\"\nGROUP BY \"Gender\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Gender\\\", SUM(CAST(\\\"id\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"m11\\\"\\nGROUP BY \\\"Gender\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"Gender\", \"total_measure\"], \"rows\": [{\"Gender\": \"Male\", \"total_measure\": 39292165894}, {\"Gender\": \"Female\", \"total_measure\": 33330059601}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 177.45}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbb8cc5e8734262b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbb8cc5e8734262b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..105027037c34ae23363a54e9932162725462569d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbb8cc5e8734262b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:07:41.861410+00:00", + "ended_at": "2026-05-19T16:07:52.867529+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_cbb8cc5e8734262b", + "problem_id": "v2p_m11_c155d2425653c42b", + "dataset_id": "m11", + "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=Gender, measure_col=id.", + "bindings": { + "group_col": "Gender", + "measure_col": "id", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m11/sql/v2q_m11_cbb8cc5e8734262b.sql", + "usage_summary": { + "dataset_id": "m11", + "model": "v2-cli:codex", + "run_id": "v2q_m11_cbb8cc5e8734262b", + "api_calls": 0, + "input_tokens": 14327, + "cached_input_tokens": 12032, + "output_tokens": 409, + "total_tokens": 14736, + "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": 10813.48, + "sql_execution_elapsed_ms_total": 177.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbb8cc5e8734262b/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/m11/artifacts/v2q_m11_cbb8cc5e8734262b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbb8cc5e8734262b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2050b0a67ad6594d954e4c1a01fcf7fecbd6271d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbb8cc5e8734262b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:07:52.688222+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": 10813.48, "started_at": "2026-05-19T16:07:41.873925+00:00", "ended_at": "2026-05-19T16:07:52.687429+00:00", "prompt_metrics": {"chars": 7778, "bytes_utf8": 7778, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14327, "cached_input_tokens": 12032, "output_tokens": 409, "reasoning_output_tokens": 308}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"Gender\\\", SUM(CAST(\\\"id\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"m11\\\"\\nGROUP BY \\\"Gender\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned grouped numeric sum template with \\\"Gender\\\" as the grouping column and \\\"id\\\" as the measure, casting \\\"id\\\" from TEXT to NUMERIC for SQLite-safe aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbb8cc5e8734262b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbb8cc5e8734262b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e8cdb1ba278870189ebcead57da775b4d3f360de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbb8cc5e8734262b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m11", + "model": "v2-cli:codex", + "run_id": "v2q_m11_cbb8cc5e8734262b", + "api_calls": 0, + "input_tokens": 14327, + "cached_input_tokens": 12032, + "output_tokens": 409, + "total_tokens": 14736, + "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": 10813.48, + "sql_execution_elapsed_ms_total": 177.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbb8cc5e8734262b/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/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..96d2e43dfbf11743dcadb40cbc9ea83fd75c2a38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/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": "2026-05-19T16:30:31.220283+00:00", + "ended_at": "2026-05-19T16:30:34.410658+00:00", + "elapsed_ms": 3190.32, + "returncode": 1, + "prompt_metrics": { + "chars": 7902, + "bytes_utf8": 7902, + "lines": 240, + "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/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..24f83f8cc3c585ebcbfa78237f7b8812aef39d87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/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": "2026-05-19T16:30:35.413875+00:00", + "ended_at": "2026-05-19T16:30:38.597831+00:00", + "elapsed_ms": 3183.89, + "returncode": 1, + "prompt_metrics": { + "chars": 7902, + "bytes_utf8": 7902, + "lines": 240, + "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/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be7d292128bbfc6862acb36a6bc4b2f91ac71829 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Previously_Insured, measure_col=Region_Code.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Previously_Insured", + "measure_col": "Region_Code", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..be7d292128bbfc6862acb36a6bc4b2f91ac71829 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Previously_Insured, measure_col=Region_Code.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Previously_Insured", + "measure_col": "Region_Code", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c31dc6878e32d97c7366f5421e9925792a9d0701 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-1ac4-73f3-b7e4-b64aa4951bfb"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..352fc7f6220ce3210bbf599f7d2ae82b47fe1693 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-1ac4-73f3-b7e4-b64aa4951bfb"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9212c7915961df8db66278ef690ad218dd03655 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-2b1d-7480-83cd-3061dde21aac"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8506602a7ca63f155edbcc9221063791eb3ac55a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-2b1d-7480-83cd-3061dde21aac"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/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/m11/artifacts/v2q_m11_cbf3de95d072a918/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/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/m11/artifacts/v2q_m11_cbf3de95d072a918/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c091ff5597d403aa1b0bd17499f23f9756e91b72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:30:31.199265+00:00", + "ended_at": "2026-05-19T16:30:38.598897+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_cbf3de95d072a918", + "problem_id": "v2p_m11_9ec636081971ea62", + "dataset_id": "m11", + "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=Previously_Insured, measure_col=Region_Code.", + "bindings": { + "group_col": "Previously_Insured", + "measure_col": "Region_Code", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=1/2", + "binding_index=134" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "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/m11/artifacts/v2q_m11_cbf3de95d072a918/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa1eeb1e547b6849489af3d77451dd60f705dd11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cbf3de95d072a918/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:30:34.411653+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": 3190.32, "started_at": "2026-05-19T16:30:31.220283+00:00", "ended_at": "2026-05-19T16:30:34.410658+00:00", "prompt_metrics": {"chars": 7902, "bytes_utf8": 7902, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4113-1ac4-73f3-b7e4-b64aa4951bfb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:30:38.598788+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": 3183.89, "started_at": "2026-05-19T16:30:35.413875+00:00", "ended_at": "2026-05-19T16:30:38.597831+00:00", "prompt_metrics": {"chars": 7902, "bytes_utf8": 7902, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4113-2b1d-7480-83cd-3061dde21aac\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_cd142d057d9e7fd0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd142d057d9e7fd0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0dbcee26d5b6d82a057dd11533cd830039aefb1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd142d057d9e7fd0/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:28:10.023109+00:00", + "ended_at": "2026-05-19T16:28:18.059776+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_cd142d057d9e7fd0", + "problem_id": "v2p_m11_4aec459cd901673d", + "dataset_id": "m11", + "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=Age.", + "bindings": { + "group_col": "Age", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_cd142d057d9e7fd0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd142d057d9e7fd0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..feda5c1b164cdbfd69f991775fa076d1f9b6827c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd142d057d9e7fd0/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:13.734475+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": 3692.34, "started_at": "2026-05-19T16:28:10.041098+00:00", "ended_at": "2026-05-19T16:28:13.733480+00:00", "prompt_metrics": {"chars": 7769, "bytes_utf8": 7769, "lines": 238, "estimated_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-f331-7621-9e63-2f7c008bdac7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:28:18.059663+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": 3322.92, "started_at": "2026-05-19T16:28:14.735632+00:00", "ended_at": "2026-05-19T16:28:18.058602+00:00", "prompt_metrics": {"chars": 7769, "bytes_utf8": 7769, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-0586-7193-9663-6d281e1ae2a3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fd6fcfa466a61dc7f3afdb8a1f7b5df820180d1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/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": "2026-05-19T16:19:01.202036+00:00", + "ended_at": "2026-05-19T16:19:06.186486+00:00", + "elapsed_ms": 4984.42, + "returncode": 1, + "prompt_metrics": { + "chars": 8368, + "bytes_utf8": 8368, + "lines": 240, + "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/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..728d1784813916ac50950bde459585af874e28f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/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": "2026-05-19T16:19:07.188843+00:00", + "ended_at": "2026-05-19T16:19:10.161778+00:00", + "elapsed_ms": 2972.88, + "returncode": 1, + "prompt_metrics": { + "chars": 8368, + "bytes_utf8": 8368, + "lines": 240, + "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/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6182df3db41b3a6fb9f2d484625143d05b355be0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Vehicle_Age, measure_col=Annual_Premium.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Vehicle_Age", + "measure_col": "Annual_Premium", + "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": 43912.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6182df3db41b3a6fb9f2d484625143d05b355be0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Vehicle_Age, measure_col=Annual_Premium.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Vehicle_Age", + "measure_col": "Annual_Premium", + "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": 43912.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8292367d4581123761e76666f220217f81b4d8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-92d3-71a2-9580-3b58837d8a8f"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dd8504396274638fa93fe45ace431d3cda3d5f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-92d3-71a2-9580-3b58837d8a8f"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..34c12584ac7a1462f9e513fe56b68e8c101dfbcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-aa42-7952-b39e-3606da24dcfa"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..22cbe091ccbac8665c9f18de04c9b87e6c6ed24a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-aa42-7952-b39e-3606da24dcfa"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/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/m11/artifacts/v2q_m11_cd818375a2dbd72c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/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/m11/artifacts/v2q_m11_cd818375a2dbd72c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7d0b3acc765bc3ce6c390dd153cb581fd3be6626 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:19:01.191846+00:00", + "ended_at": "2026-05-19T16:19:10.162951+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_cd818375a2dbd72c", + "problem_id": "v2p_m11_a2f7792de0255af0", + "dataset_id": "m11", + "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=Vehicle_Age, measure_col=Annual_Premium.", + "bindings": { + "group_col": "Vehicle_Age", + "measure_col": "Annual_Premium", + "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": 43912.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=2/2", + "binding_index=75" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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/m11/artifacts/v2q_m11_cd818375a2dbd72c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da2373e7f03f881750399b93b403998ebca73b76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cd818375a2dbd72c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:06.187297+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": 4984.42, "started_at": "2026-05-19T16:19:01.202036+00:00", "ended_at": "2026-05-19T16:19:06.186486+00:00", "prompt_metrics": {"chars": 8368, "bytes_utf8": 8368, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-92d3-71a2-9580-3b58837d8a8f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:19:10.162838+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": 2972.88, "started_at": "2026-05-19T16:19:07.188843+00:00", "ended_at": "2026-05-19T16:19:10.161778+00:00", "prompt_metrics": {"chars": 8368, "bytes_utf8": 8368, "lines": 240, "estimated_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-aa42-7952-b39e-3606da24dcfa\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_cdd0e20828171bcb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cdd0e20828171bcb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1eae41ea02794d5fc828669a13cf2faa5f32af29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cdd0e20828171bcb/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:27:36.683147+00:00", + "ended_at": "2026-05-19T16:27:45.493038+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_cdd0e20828171bcb", + "problem_id": "v2p_m11_98bc20c1d1079888", + "dataset_id": "m11", + "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=Age.", + "bindings": { + "measure_col": "Age", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_cdd0e20828171bcb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cdd0e20828171bcb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ddd2c761efc10177e02acd80e0d489a08bc05ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_cdd0e20828171bcb/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:40.043538+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": 3340.24, "started_at": "2026-05-19T16:27:36.702312+00:00", "ended_at": "2026-05-19T16:27:40.042597+00:00", "prompt_metrics": {"chars": 7716, "bytes_utf8": 7716, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-70f8-7e20-b5ce-ae8d8a29b19d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:27:45.492909+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": 4446.92, "started_at": "2026-05-19T16:27:41.044776+00:00", "ended_at": "2026-05-19T16:27:45.491744+00:00", "prompt_metrics": {"chars": 7716, "bytes_utf8": 7716, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-81ff-7820-9a08-ce1c35dc0646\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_ced39108eb152ee5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ced39108eb152ee5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2283c972af0eccbc22eb9b6af7d798f12fa06e46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ced39108eb152ee5/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:24:09.412009+00:00", + "ended_at": "2026-05-19T16:24:17.365878+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_ced39108eb152ee5", + "problem_id": "v2p_m11_c2ccbe37af308942", + "dataset_id": "m11", + "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=Region_Code, measure_col=Annual_Premium.", + "bindings": { + "group_col": "Region_Code", + "measure_col": "Annual_Premium", + "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": 43912.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_ced39108eb152ee5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ced39108eb152ee5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..13f74f0825e1e975f33e37f121af92a64e7d92d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ced39108eb152ee5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:12.941602+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": 3508.95, "started_at": "2026-05-19T16:24:09.431618+00:00", "ended_at": "2026-05-19T16:24:12.940601+00:00", "prompt_metrics": {"chars": 7993, "bytes_utf8": 7993, "lines": 240, "estimated_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-476b-7d22-9f9a-f8f0fb263a79\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:24:17.365671+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": 3421.19, "started_at": "2026-05-19T16:24:13.942696+00:00", "ended_at": "2026-05-19T16:24:17.363940+00:00", "prompt_metrics": {"chars": 7993, "bytes_utf8": 7993, "lines": 240, "estimated_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-58ed-7750-b14e-be7361ee472a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_d05fe77b76a18866/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d05fe77b76a18866/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3668fbe8a3a9ffd06ac57baad709305f945af2fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d05fe77b76a18866/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:25:30.660257+00:00", + "ended_at": "2026-05-19T16:25:38.398480+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_d05fe77b76a18866", + "problem_id": "v2p_m11_29bfa2bc7acd2120", + "dataset_id": "m11", + "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=Gender, condition_col=Vehicle_Damage.", + "bindings": { + "group_col": "Gender", + "condition_col": "Vehicle_Damage", + "condition_value": "No", + "positive_value": "Yes", + "negative_value": "No", + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_d05fe77b76a18866/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d05fe77b76a18866/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78cbf7c3509bd40236791d3da8e169a2520934bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d05fe77b76a18866/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:34.102351+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": 3424.06, "started_at": "2026-05-19T16:25:30.677218+00:00", "ended_at": "2026-05-19T16:25:34.101326+00:00", "prompt_metrics": {"chars": 8050, "bytes_utf8": 8050, "lines": 243, "estimated_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-84b7-7330-a0a8-5a2127b22a39\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:25:38.398359+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": 3293.03, "started_at": "2026-05-19T16:25:35.104181+00:00", "ended_at": "2026-05-19T16:25:38.397276+00:00", "prompt_metrics": {"chars": 8050, "bytes_utf8": 8050, "lines": 243, "estimated_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-95f0-78a1-a645-a862d250d922\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b63756460be31376f59b59df915899ce0abb7f6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/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": "2026-05-19T16:30:38.618822+00:00", + "ended_at": "2026-05-19T16:30:41.539957+00:00", + "elapsed_ms": 2921.08, + "returncode": 1, + "prompt_metrics": { + "chars": 7902, + "bytes_utf8": 7902, + "lines": 240, + "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/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..55c65bdc625dcde53cb1fee9060faff62ed2257b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/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": "2026-05-19T16:30:42.542619+00:00", + "ended_at": "2026-05-19T16:30:45.782806+00:00", + "elapsed_ms": 3240.11, + "returncode": 1, + "prompt_metrics": { + "chars": 7902, + "bytes_utf8": 7902, + "lines": 240, + "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/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ca5544c4849a5f7ec6d42906bd7f544f4f07dc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Previously_Insured, measure_col=Region_Code.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Previously_Insured", + "measure_col": "Region_Code", + "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": 20.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ca5544c4849a5f7ec6d42906bd7f544f4f07dc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=Previously_Insured, measure_col=Region_Code.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Previously_Insured", + "measure_col": "Region_Code", + "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": 20.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee23662b53712cfa7e394fe88a3c2ddc3dc84d21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-3796-7f40-a8f0-4b5d273e2332"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddf1c51bd31d5eea3df5fae6015564459dff59ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-3796-7f40-a8f0-4b5d273e2332"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ead521a9dab308574114cdbd46cc13905105f5f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-46d5-70c3-8592-6d695a04c612"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c556f6ee24f6e4e6aca8fc1790144b204d103b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-46d5-70c3-8592-6d695a04c612"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/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/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d06fd8ea6c8e31af/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/m11/artifacts/v2q_m11_d134e0c2070266bb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d134e0c2070266bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3d8ab1d059171487098b7e93b66ffe7cb7436507 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d134e0c2070266bb/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:08:29.195341+00:00", + "ended_at": "2026-05-19T16:08:36.039033+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_d134e0c2070266bb", + "problem_id": "v2p_m11_a523199179a3f30f", + "dataset_id": "m11", + "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=Driving_License, measure_col=Region_Code.", + "bindings": { + "group_col": "Driving_License", + "measure_col": "Region_Code", + "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": 20.76, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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", + "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/m11/artifacts/v2q_m11_d134e0c2070266bb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d134e0c2070266bb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30bb4f746c165d52a1df90a4b505d7a8528e1a49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d134e0c2070266bb/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:32.015800+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": 2808.41, "started_at": "2026-05-19T16:08:29.206653+00:00", "ended_at": "2026-05-19T16:08:32.015089+00:00", "prompt_metrics": {"chars": 7812, "bytes_utf8": 7812, "lines": 240, "estimated_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-ee02-76c2-9ba5-654b46298066\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:08:36.038929+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": 3021.38, "started_at": "2026-05-19T16:08:33.016709+00:00", "ended_at": "2026-05-19T16:08:36.038126+00:00", "prompt_metrics": {"chars": 7812, "bytes_utf8": 7812, "lines": 240, "estimated_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-fcfa-7960-9a7d-1be972c6ef61\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_d14e78ec66438450/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d14e78ec66438450/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..52b711447d2f29c78a20d87feee787e0b686c8a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d14e78ec66438450/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:21:31.661581+00:00", + "ended_at": "2026-05-19T16:21:40.477834+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_d14e78ec66438450", + "problem_id": "v2p_m11_0c02d1dd554f5d24", + "dataset_id": "m11", + "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=Vehicle_Age, measure_col=Age.", + "bindings": { + "group_col": "Vehicle_Age", + "measure_col": "Age", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=1/2", + "binding_index=85" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "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/m11/artifacts/v2q_m11_d14e78ec66438450/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d14e78ec66438450/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3496ba64faabf0ed38c4acbd7bf8159d64aa1c1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d14e78ec66438450/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:34.894226+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": 3221.96, "started_at": "2026-05-19T16:21:31.671488+00:00", "ended_at": "2026-05-19T16:21:34.893476+00:00", "prompt_metrics": {"chars": 7963, "bytes_utf8": 7963, "lines": 240, "estimated_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-dea0-7f80-9416-c1779cce86be\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:21:40.477746+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": 4581.08, "started_at": "2026-05-19T16:21:35.895935+00:00", "ended_at": "2026-05-19T16:21:40.477055+00:00", "prompt_metrics": {"chars": 7963, "bytes_utf8": 7963, "lines": 240, "estimated_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-ef1c-70b3-8035-b9a3c1a8ab4d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..934c60b2137bee0fac99c15ff8c9df047f710aab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d159eefa5d3fe763/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": "2026-05-19T16:19:40.775217+00:00", + "ended_at": "2026-05-19T16:19:44.232285+00:00", + "elapsed_ms": 3457.04, + "returncode": 1, + "prompt_metrics": { + "chars": 8334, + "bytes_utf8": 8334, + "lines": 240, + "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/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6bfbe434b0ff93162bcd8c43c5a74e05638e7c19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d159eefa5d3fe763/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": "2026-05-19T16:19:45.234609+00:00", + "ended_at": "2026-05-19T16:19:48.235848+00:00", + "elapsed_ms": 3001.19, + "returncode": 1, + "prompt_metrics": { + "chars": 8334, + "bytes_utf8": 8334, + "lines": 240, + "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/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a824fd0e5b6b143f8945da45711e852e06c9918c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Vintage, measure_col=id.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Vintage", + "measure_col": "id", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a824fd0e5b6b143f8945da45711e852e06c9918c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Vintage, measure_col=id.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Vintage", + "measure_col": "id", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..63e7312336aa121476dc7491cd56397bd2cbd3a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-2d5e-7490-b003-abd31054be19"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..abc246a6652ae776a92e8882e1874b15312657d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-2d5e-7490-b003-abd31054be19"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d812efc7bbe1ff9f09953ddc73c4c24af9d54aad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-3ecf-72f3-b66e-052bcd3239e3"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..940d6a9e212c5c5ef417dd7ebc8c1f366beb6f9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-3ecf-72f3-b66e-052bcd3239e3"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d159eefa5d3fe763/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/m11/artifacts/v2q_m11_d159eefa5d3fe763/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d159eefa5d3fe763/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/m11/artifacts/v2q_m11_d21bc135e15b5d7b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d21bc135e15b5d7b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..30a0c6070651aa05f06eb6c8dec29f5d80fde117 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d21bc135e15b5d7b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "152.0", "support": 134784, "support_share": 0.3536626004633845, "support_rank": 1}, {"value_label": "26.0", "support": 79700, "support_share": 0.2091265228582899, "support_rank": 2}, {"value_label": "124.0", "support": 73995, "support_share": 0.1941570521819217, "support_rank": 3}, {"value_label": "160.0", "support": 21779, "support_share": 0.05714638069423708, "support_rank": 4}, {"value_label": "156.0", "support": 10661, "support_share": 0.0279736243436917, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d21bc135e15b5d7b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d21bc135e15b5d7b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3bcf40a1156fd72a3af2c442d9ac971de0262749 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d21bc135e15b5d7b/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: m11 +-- 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_m11_d21bc135e15b5d7b +-- problem_id: v2p_m11_23b922b2f5900d95 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Policy_Sales_Channel" AS value_label, COUNT(*) AS support + FROM "m11" + GROUP BY "Policy_Sales_Channel" +) +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/m11/artifacts/v2q_m11_d21bc135e15b5d7b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d21bc135e15b5d7b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c46bf1c2507e1d08e0e958a399f972f0b8a67130 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d21bc135e15b5d7b/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: m11\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_m11_d21bc135e15b5d7b\n-- problem_id: v2p_m11_23b922b2f5900d95\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Policy_Sales_Channel\" AS value_label, COUNT(*) AS support\n FROM \"m11\"\n GROUP BY \"Policy_Sales_Channel\"\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: m11\\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_m11_d21bc135e15b5d7b\\n-- problem_id: v2p_m11_23b922b2f5900d95\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Policy_Sales_Channel\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m11\\\"\\n GROUP BY \\\"Policy_Sales_Channel\\\"\\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\": \"152.0\", \"support\": 134784, \"support_share\": 0.3536626004633845, \"support_rank\": 1}, {\"value_label\": \"26.0\", \"support\": 79700, \"support_share\": 0.2091265228582899, \"support_rank\": 2}, {\"value_label\": \"124.0\", \"support\": 73995, \"support_share\": 0.1941570521819217, \"support_rank\": 3}, {\"value_label\": \"160.0\", \"support\": 21779, \"support_share\": 0.05714638069423708, \"support_rank\": 4}, {\"value_label\": \"156.0\", \"support\": 10661, \"support_share\": 0.0279736243436917, \"support_rank\": 5}, {\"value_label\": \"122.0\", \"support\": 9930, \"support_share\": 0.026055537916973882, \"support_rank\": 6}, {\"value_label\": \"157.0\", \"support\": 6684, \"support_share\": 0.017538289570700246, \"support_rank\": 7}, {\"value_label\": \"154.0\", \"support\": 5993, \"support_share\": 0.015725159993597634, \"support_rank\": 8}, {\"value_label\": \"151.0\", \"support\": 3885, \"support_share\": 0.010193934018876489, \"support_rank\": 9}, {\"value_label\": \"163.0\", \"support\": 2893, \"support_share\": 0.007591004148419481, \"support_rank\": 10}, {\"value_label\": \"13.0\", \"support\": 1865, \"support_share\": 0.004893613113308791, \"support_rank\": 11}, {\"value_label\": \"25.0\", \"support\": 1848, \"support_share\": 0.00484900645222233, \"support_rank\": 12}, {\"value_label\": \"7.0\", \"support\": 1598, \"support_share\": 0.004193026142127318, \"support_rank\": 13}, {\"value_label\": \"8.0\", \"support\": 1515, \"support_share\": 0.0039752406791757735, \"support_rank\": 14}, {\"value_label\": \"30.0\", \"support\": 1410, \"support_share\": 0.003699728948935869, \"support_rank\": 15}, {\"value_label\": \"55.0\", \"support\": 1264, \"support_share\": 0.0033166364478403815, \"support_rank\": 16}, {\"value_label\": \"155.0\", \"support\": 1234, \"support_share\": 0.00323791881062898, \"support_rank\": 17}, {\"value_label\": \"11.0\", \"support\": 1203, \"support_share\": 0.0031565772521771986, \"support_rank\": 18}, {\"value_label\": \"1.0\", \"support\": 1074, \"support_share\": 0.0028180914121681724, \"support_rank\": 19}, {\"value_label\": \"52.0\", \"support\": 1055, \"support_share\": 0.0027682369086009513, \"support_rank\": 20}, {\"value_label\": \"125.0\", \"support\": 1026, \"support_share\": 0.00269214319262993, \"support_rank\": 21}, {\"value_label\": \"15.0\", \"support\": 888, \"support_share\": 0.0023300420614574833, \"support_rank\": 22}, {\"value_label\": \"29.0\", \"support\": 843, \"support_share\": 0.002211965605640381, \"support_rank\": 23}, {\"value_label\": \"12.0\", \"support\": 783, \"support_share\": 0.0020545303312175783, \"support_rank\": 24}, {\"value_label\": \"120.0\", \"support\": 769, \"support_share\": 0.0020177954338522577, \"support_rank\": 25}, {\"value_label\": \"24.0\", \"support\": 750, \"support_share\": 0.0019679409302850366, \"support_rank\": 26}, {\"value_label\": \"31.0\", \"support\": 631, \"support_share\": 0.0016556943026798108, \"support_rank\": 27}, {\"value_label\": \"14.0\", \"support\": 622, \"support_share\": 0.0016320790115163903, \"support_rank\": 28}, {\"value_label\": \"153.0\", \"support\": 607, \"support_share\": 0.0015927201929106895, \"support_rank\": 29}, {\"value_label\": \"61.0\", \"support\": 579, \"support_share\": 0.0015192503981800482, \"support_rank\": 30}, {\"value_label\": \"16.0\", \"support\": 523, \"support_share\": 0.0013723108087187654, \"support_rank\": 31}, {\"value_label\": \"3.0\", \"support\": 523, \"support_share\": 0.0013723108087187654, \"support_rank\": 32}, {\"value_label\": \"60.0\", \"support\": 517, \"support_share\": 0.001356567281276485, \"support_rank\": 33}, {\"value_label\": \"4.0\", \"support\": 509, \"support_share\": 0.0013355759113534448, \"support_rank\": 34}, {\"value_label\": \"158.0\", \"support\": 492, \"support_share\": 0.0012909692502669839, \"support_rank\": 35}, {\"value_label\": \"23.0\", \"support\": 422, \"support_share\": 0.0011072947634403806, \"support_rank\": 36}, {\"value_label\": \"22.0\", \"support\": 332, \"support_share\": 0.0008711418518061762, \"support_rank\": 37}, {\"value_label\": \"150.0\", \"support\": 312, \"support_share\": 0.0008186634269985752, \"support_rank\": 38}, {\"value_label\": \"10.0\", \"support\": 264, \"support_share\": 0.0006927152074603329, \"support_rank\": 39}, {\"value_label\": \"19.0\", \"support\": 222, \"support_share\": 0.0005825105153643708, \"support_rank\": 40}, {\"value_label\": \"136.0\", \"support\": 185, \"support_share\": 0.00048542542947030903, \"support_rank\": 41}, {\"value_label\": \"147.0\", \"support\": 184, \"support_share\": 0.000482801508229929, \"support_rank\": 42}, {\"value_label\": \"109.0\", \"support\": 175, \"support_share\": 0.00045918621706650853, \"support_rank\": 43}, {\"value_label\": \"145.0\", \"support\": 174, \"support_share\": 0.0004565622958261285, \"support_rank\": 44}, {\"value_label\": \"9.0\", \"support\": 169, \"support_share\": 0.0004434426896242282, \"support_rank\": 45}, {\"value_label\": \"18.0\", \"support\": 167, \"support_share\": 0.00043819484714346815, \"support_rank\": 46}, {\"value_label\": \"91.0\", \"support\": 158, \"support_share\": 0.0004145795559800477, \"support_rank\": 47}, {\"value_label\": \"116.0\", \"support\": 154, \"support_share\": 0.0004040838710185275, \"support_rank\": 48}, {\"value_label\": \"37.0\", \"support\": 152, \"support_share\": 0.00039883602853776743, \"support_rank\": 49}, {\"value_label\": \"21.0\", \"support\": 148, \"support_share\": 0.0003883403435762472, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 175.58}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d21bc135e15b5d7b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d21bc135e15b5d7b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4f18f5fd994f4ea554bfde4af765c42c604050dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d21bc135e15b5d7b/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:29.101607+00:00", + "ended_at": "2026-05-19T16:32:29.280172+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_d21bc135e15b5d7b", + "problem_id": "v2p_m11_23b922b2f5900d95", + "dataset_id": "m11", + "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=Policy_Sales_Channel.", + "bindings": { + "group_col": "Policy_Sales_Channel" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m11/sql/v2q_m11_d21bc135e15b5d7b.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/m11/artifacts/v2q_m11_d21bc135e15b5d7b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d21bc135e15b5d7b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d21bc135e15b5d7b/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/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..18c7a3c4c0a1f0c275c076d1e6365139280a9cc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/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": "2026-05-19T16:18:54.684774+00:00", + "ended_at": "2026-05-19T16:18:57.515818+00:00", + "elapsed_ms": 2831.02, + "returncode": 1, + "prompt_metrics": { + "chars": 8366, + "bytes_utf8": 8366, + "lines": 240, + "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/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e480be2fc794f68e62e86a376ef4ab090410c211 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/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": "2026-05-19T16:18:58.517954+00:00", + "ended_at": "2026-05-19T16:19:01.190505+00:00", + "elapsed_ms": 2672.51, + "returncode": 1, + "prompt_metrics": { + "chars": 8366, + "bytes_utf8": 8366, + "lines": 240, + "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/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e86e14d9bd0bd747760905cdfb5bd68a266d7a3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Vehicle_Age, measure_col=Annual_Premium.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Vehicle_Age", + "measure_col": "Annual_Premium", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e86e14d9bd0bd747760905cdfb5bd68a266d7a3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Vehicle_Age, measure_col=Annual_Premium.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Vehicle_Age", + "measure_col": "Annual_Premium", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1859eb6331f2be3a3213fa14bc8ca81a62779dc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-7960-7a60-baf9-d41db2ebdde9"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa8535896102e212a7342a3d4edc23ba904f354c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-7960-7a60-baf9-d41db2ebdde9"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ba099b3c9246d5fb3dd5aebf83bf35b11a4e982 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-884a-7a73-9e37-64652e9db0e1"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8eda2acc105765dcd64a285efb3f187a42adb1e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-884a-7a73-9e37-64652e9db0e1"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/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/m11/artifacts/v2q_m11_d2ee40a3402a7595/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/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/m11/artifacts/v2q_m11_d2ee40a3402a7595/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3b1f79a3fac2016323154d29a7f2f764ba8f6011 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:18:54.675015+00:00", + "ended_at": "2026-05-19T16:19:01.191327+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_d2ee40a3402a7595", + "problem_id": "v2p_m11_7911f593d5883ff6", + "dataset_id": "m11", + "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=Vehicle_Age, measure_col=Annual_Premium.", + "bindings": { + "group_col": "Vehicle_Age", + "measure_col": "Annual_Premium", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_d2ee40a3402a7595/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..660eec92c287df1d8c11044b986ed9dc29281d79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d2ee40a3402a7595/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:57.516692+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": 2831.02, "started_at": "2026-05-19T16:18:54.684774+00:00", "ended_at": "2026-05-19T16:18:57.515818+00:00", "prompt_metrics": {"chars": 8366, "bytes_utf8": 8366, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-7960-7a60-baf9-d41db2ebdde9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:19:01.191234+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": 2672.51, "started_at": "2026-05-19T16:18:58.517954+00:00", "ended_at": "2026-05-19T16:19:01.190505+00:00", "prompt_metrics": {"chars": 8366, "bytes_utf8": 8366, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-884a-7a73-9e37-64652e9db0e1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_d30fbd4bd9b30dff/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d30fbd4bd9b30dff/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f040b0243a0373109063d6b9f1342ef1893466d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d30fbd4bd9b30dff/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:18:11.194493+00:00", + "ended_at": "2026-05-19T16:18:18.680602+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_d30fbd4bd9b30dff", + "problem_id": "v2p_m11_313026d005af22b6", + "dataset_id": "m11", + "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=Driving_License, measure_col=id.", + "bindings": { + "group_col": "Driving_License", + "measure_col": "id", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_d30fbd4bd9b30dff/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d30fbd4bd9b30dff/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c40c794efd9950ac22dd6b3e534b611db46086d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d30fbd4bd9b30dff/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:14.303953+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": 3091.08, "started_at": "2026-05-19T16:18:11.211353+00:00", "ended_at": "2026-05-19T16:18:14.302484+00:00", "prompt_metrics": {"chars": 8350, "bytes_utf8": 8350, "lines": 240, "estimated_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-d041-7340-99aa-0208b826a8f9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:18:18.680512+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": 3373.52, "started_at": "2026-05-19T16:18:15.306164+00:00", "ended_at": "2026-05-19T16:18:18.679747+00:00", "prompt_metrics": {"chars": 8350, "bytes_utf8": 8350, "lines": 240, "estimated_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-dffe-7e50-8502-307840bf4c4b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c0a4ee9ca0b0f321afc0fd4ef4d65c6a0dc7bb3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d363f4ddbccf2e90/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": "2026-05-19T16:13:17.900447+00:00", + "ended_at": "2026-05-19T16:13:21.467920+00:00", + "elapsed_ms": 3567.45, + "returncode": 1, + "prompt_metrics": { + "chars": 8186, + "bytes_utf8": 8186, + "lines": 242, + "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/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..20f44121f3b640ee61a32f46f14a612be40400a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d363f4ddbccf2e90/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": "2026-05-19T16:13:22.470041+00:00", + "ended_at": "2026-05-19T16:13:25.162158+00:00", + "elapsed_ms": 2692.07, + "returncode": 1, + "prompt_metrics": { + "chars": 8186, + "bytes_utf8": 8186, + "lines": 242, + "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/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4c6264067df870c0c50ee9acb325fd31e267978 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Age, measure_col=Age.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Age", + "measure_col": "Age", + "item_col": "Region_Code", + "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": 46.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4c6264067df870c0c50ee9acb325fd31e267978 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,242 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Age, measure_col=Age.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Age", + "measure_col": "Age", + "item_col": "Region_Code", + "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": 46.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..95af2154ca110d8ec1715799040d09a983f4bb79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-55dd-7251-a954-e31d9582c892"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68cd82bb0aa0cdecd3084eb5f76f91b57c4a02ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-55dd-7251-a954-e31d9582c892"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..42213ba6ba9290c25bde680b897495c4a6a2d7b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-67b8-7831-8daa-1b2e6ffaf5b1"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee47ec040735a0434ccc2810da096d258dd8ff56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-67b8-7831-8daa-1b2e6ffaf5b1"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d363f4ddbccf2e90/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/m11/artifacts/v2q_m11_d363f4ddbccf2e90/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d363f4ddbccf2e90/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/m11/artifacts/v2q_m11_d3b1dc6101d6a01c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3b1dc6101d6a01c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..60b86a70e75e298548d5328bdb3c819694852fbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3b1dc6101d6a01c/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:28:33.070141+00:00", + "ended_at": "2026-05-19T16:28:40.448511+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_d3b1dc6101d6a01c", + "problem_id": "v2p_m11_fe031cba17d77b92", + "dataset_id": "m11", + "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=Driving_License.", + "bindings": { + "group_col": "Driving_License", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_d3b1dc6101d6a01c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3b1dc6101d6a01c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4bbc75a25a3d5e56b5ca2d99ea558a5f5b132996 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3b1dc6101d6a01c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:36.401800+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": 3310.1, "started_at": "2026-05-19T16:28:33.090834+00:00", "ended_at": "2026-05-19T16:28:36.400969+00:00", "prompt_metrics": {"chars": 7795, "bytes_utf8": 7795, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-4d48-7520-8be7-07d8d321b36a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:28:40.448393+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": 3043.62, "started_at": "2026-05-19T16:28:37.403630+00:00", "ended_at": "2026-05-19T16:28:40.447322+00:00", "prompt_metrics": {"chars": 7795, "bytes_utf8": 7795, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-5e07-7b60-a6f3-46d734193493\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f738f5b6eaf8c57518354763357914faee53e318 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3effa8ec9036b64/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": "2026-05-19T16:29:04.649688+00:00", + "ended_at": "2026-05-19T16:29:08.121644+00:00", + "elapsed_ms": 3471.91, + "returncode": 1, + "prompt_metrics": { + "chars": 7802, + "bytes_utf8": 7802, + "lines": 238, + "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/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0157af4998d1f17e83c613476b8e9a609f3fbe9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3effa8ec9036b64/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": "2026-05-19T16:29:09.125515+00:00", + "ended_at": "2026-05-19T16:29:12.592172+00:00", + "elapsed_ms": 3466.41, + "returncode": 1, + "prompt_metrics": { + "chars": 7802, + "bytes_utf8": 7802, + "lines": 238, + "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/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f78fbaa4b048cc231ffd4da753ce1cd0fac430c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Previously_Insured.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Previously_Insured", + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f78fbaa4b048cc231ffd4da753ce1cd0fac430c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=Previously_Insured.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "Previously_Insured", + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fd7b2a95ac1dba1cd1aa55a1d2fd6ae0cce1ed2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-c890-7ba0-84ae-b5bb12bb74b1"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe940e13a2456e811961c41621dfea1e7eb77a6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-c890-7ba0-84ae-b5bb12bb74b1"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8247094b87bbf01b81c05ee725d9f0a110e73144 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-d9f6-7393-a9ec-5b964f1e4e28"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbf04f9e8cde9d421efdc1b776d68019b7c3aac7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-d9f6-7393-a9ec-5b964f1e4e28"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3effa8ec9036b64/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/m11/artifacts/v2q_m11_d3effa8ec9036b64/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d3effa8ec9036b64/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/m11/artifacts/v2q_m11_d4574760301fbb65/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d4574760301fbb65/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c83fc63231d556f3ba4eb26600df99f4cbf67cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d4574760301fbb65/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 206481, "support_share": 0.5417898816349128, "cumulative_support": 206481}, {"value_label": "1", "support": 174628, "support_share": 0.4582101183650871, "cumulative_support": 381109}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d4574760301fbb65/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d4574760301fbb65/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..072b87a33b5858b43f8af9d162c2d30d233e6bc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d4574760301fbb65/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: m11 +-- 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_m11_d4574760301fbb65 +-- problem_id: v2p_m11_d47a73b5081e8f1a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Previously_Insured" AS value_label, COUNT(*) AS support + FROM "m11" + GROUP BY "Previously_Insured" +), 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/m11/artifacts/v2q_m11_d4574760301fbb65/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d4574760301fbb65/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ba884d0a54c64acce28dc3d9cbf375a0cdba66e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d4574760301fbb65/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: m11\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_m11_d4574760301fbb65\n-- problem_id: v2p_m11_d47a73b5081e8f1a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Previously_Insured\" AS value_label, COUNT(*) AS support\n FROM \"m11\"\n GROUP BY \"Previously_Insured\"\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: m11\\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_m11_d4574760301fbb65\\n-- problem_id: v2p_m11_d47a73b5081e8f1a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Previously_Insured\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m11\\\"\\n GROUP BY \\\"Previously_Insured\\\"\\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\", \"support\": 206481, \"support_share\": 0.5417898816349128, \"cumulative_support\": 206481}, {\"value_label\": \"1\", \"support\": 174628, \"support_share\": 0.4582101183650871, \"cumulative_support\": 381109}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 138.27}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d4574760301fbb65/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d4574760301fbb65/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..044b43d2e30995d9c20d3fe05c1ca65160f1bd3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d4574760301fbb65/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:27.019580+00:00", + "ended_at": "2026-05-19T16:32:27.159738+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_d4574760301fbb65", + "problem_id": "v2p_m11_d47a73b5081e8f1a", + "dataset_id": "m11", + "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=Previously_Insured.", + "bindings": { + "group_col": "Previously_Insured" + }, + "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/m11/sql/v2q_m11_d4574760301fbb65.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/m11/artifacts/v2q_m11_d4574760301fbb65/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d4574760301fbb65/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d4574760301fbb65/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/m11/artifacts/v2q_m11_d8abc95958d996da/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d8abc95958d996da/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..99b9648cc4eca2b0a41067821b81f442371fa085 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d8abc95958d996da/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:18:39.763151+00:00", + "ended_at": "2026-05-19T16:18:47.199117+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_d8abc95958d996da", + "problem_id": "v2p_m11_422aed786c079f94", + "dataset_id": "m11", + "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=Previously_Insured, measure_col=Region_Code.", + "bindings": { + "group_col": "Previously_Insured", + "measure_col": "Region_Code", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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=1/2", + "binding_index=74" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "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/m11/artifacts/v2q_m11_d8abc95958d996da/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d8abc95958d996da/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04561133e80ad0ce2109853d4404a4f3578c1461 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d8abc95958d996da/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:43.021069+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": 3241.65, "started_at": "2026-05-19T16:18:39.778659+00:00", "ended_at": "2026-05-19T16:18:43.020345+00:00", "prompt_metrics": {"chars": 8370, "bytes_utf8": 8370, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-3f21-7bb1-af56-25fc5e15aa7d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:18:47.199028+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": 3175.78, "started_at": "2026-05-19T16:18:44.022453+00:00", "ended_at": "2026-05-19T16:18:47.198280+00:00", "prompt_metrics": {"chars": 8370, "bytes_utf8": 8370, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-4fbc-7c52-8b1c-4a82069ac5e2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_d9b768a81df1a4c7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d9b768a81df1a4c7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1951a17cfc3789653d044885057eb42bab94fcfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d9b768a81df1a4c7/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:11:33.148325+00:00", + "ended_at": "2026-05-19T16:11:40.425245+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_d9b768a81df1a4c7", + "problem_id": "v2p_m11_2753fa3df335fd7a", + "dataset_id": "m11", + "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=Previously_Insured, measure_col=id.", + "bindings": { + "group_col": "Previously_Insured", + "measure_col": "id", + "item_col": "Age", + "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": 300232.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_d9b768a81df1a4c7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d9b768a81df1a4c7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6fe884070667d5bf09e9cc079e73e4cd61b813a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_d9b768a81df1a4c7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:35.987493+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": 2827.74, "started_at": "2026-05-19T16:11:33.158977+00:00", "ended_at": "2026-05-19T16:11:35.986757+00:00", "prompt_metrics": {"chars": 8205, "bytes_utf8": 8205, "lines": 242, "estimated_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-bca5-71b1-81ee-a715776b877c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:11:40.425159+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": 3436.05, "started_at": "2026-05-19T16:11:36.988378+00:00", "ended_at": "2026-05-19T16:11:40.424458+00:00", "prompt_metrics": {"chars": 8205, "bytes_utf8": 8205, "lines": 242, "estimated_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-cbeb-7c00-a68c-053b0070d239\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_da3ce69e3aa14437/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_da3ce69e3aa14437/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..abbbf0e16841bfd3899d46c5ce708ed90f85f384 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_da3ce69e3aa14437/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:18:03.718860+00:00", + "ended_at": "2026-05-19T16:18:11.193969+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_da3ce69e3aa14437", + "problem_id": "v2p_m11_445375e9630f038e", + "dataset_id": "m11", + "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=Region_Code.", + "bindings": { + "measure_col": "Region_Code", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_da3ce69e3aa14437/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_da3ce69e3aa14437/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9c2f94eded759f727e0dfa74c7c818aab599c2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_da3ce69e3aa14437/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:07.121129+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": 3382.7, "started_at": "2026-05-19T16:18:03.737436+00:00", "ended_at": "2026-05-19T16:18:07.120192+00:00", "prompt_metrics": {"chars": 7967, "bytes_utf8": 7967, "lines": 238, "estimated_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-b2e7-79c1-adda-c9c160ce0e41\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:18:11.193855+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": 3069.7, "started_at": "2026-05-19T16:18:08.122969+00:00", "ended_at": "2026-05-19T16:18:11.192762+00:00", "prompt_metrics": {"chars": 7967, "bytes_utf8": 7967, "lines": 238, "estimated_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-c3f9-79f3-b903-ab553c5a1e3e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ee0d4b920630a5766c72f8afd0806f27e3a6240e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dbac9acef317e699/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": "2026-05-19T16:16:29.004823+00:00", + "ended_at": "2026-05-19T16:16:32.270528+00:00", + "elapsed_ms": 3265.65, + "returncode": 1, + "prompt_metrics": { + "chars": 8101, + "bytes_utf8": 8101, + "lines": 244, + "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/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..36bf6722967d4fbb2d5c9e835b78b96fa5c05db6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dbac9acef317e699/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": "2026-05-19T16:16:33.273069+00:00", + "ended_at": "2026-05-19T16:16:36.567121+00:00", + "elapsed_ms": 3293.98, + "returncode": 1, + "prompt_metrics": { + "chars": 8101, + "bytes_utf8": 8101, + "lines": 244, + "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/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..005a3f8605fd5e18edb05cd39e837a1abab3d24f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Age, group_col_2=Region_Code.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Age", + "group_col_2": "Region_Code", + "predicate_col": "Vehicle_Damage", + "predicate_op": "=", + "predicate_value": "No", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..005a3f8605fd5e18edb05cd39e837a1abab3d24f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,244 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Age, group_col_2=Region_Code.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Age", + "group_col_2": "Region_Code", + "predicate_col": "Vehicle_Damage", + "predicate_op": "=", + "predicate_value": "No", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..599db075144b2851b5fa58ee3e4fa32d412aa664 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-40d1-7533-a300-25ae7d91d56e"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..afad85e302d64cd65898e3bcc1f067d0b302166b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-40d1-7533-a300-25ae7d91d56e"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd4821b20c1fe0e057034e8e93413140fe91315b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-5160-78d3-b894-283b8efaad69"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b7e4821b60ef5e1737b7cd0141db2789f11825c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-5160-78d3-b894-283b8efaad69"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dbac9acef317e699/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/m11/artifacts/v2q_m11_dbac9acef317e699/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dbac9acef317e699/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/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8585ce67165db5e947a64b9fb736a830b2d338ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dc3b133361f27b59/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": "2026-05-19T16:13:25.174025+00:00", + "ended_at": "2026-05-19T16:13:30.420971+00:00", + "elapsed_ms": 5246.92, + "returncode": 1, + "prompt_metrics": { + "chars": 8226, + "bytes_utf8": 8226, + "lines": 242, + "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/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc80094dd6213956936f29aadcad60c2e30ff14e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dc3b133361f27b59/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": "2026-05-19T16:13:31.422785+00:00", + "ended_at": "2026-05-19T16:13:34.216550+00:00", + "elapsed_ms": 2793.73, + "returncode": 1, + "prompt_metrics": { + "chars": 8226, + "bytes_utf8": 8226, + "lines": 242, + "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/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a34d5dda0772cefafbcc7ed95d057b0e8261116 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Driving_License, measure_col=Region_Code.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Driving_License", + "measure_col": "Region_Code", + "item_col": "Annual_Premium", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a34d5dda0772cefafbcc7ed95d057b0e8261116 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,242 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Driving_License, measure_col=Region_Code.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Driving_License", + "measure_col": "Region_Code", + "item_col": "Annual_Premium", + "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": 24.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4e13943dc04e20541605cf47a30533d490e39da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-7243-7840-8a94-ddd4c4186f78"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8987566d3060ce0f0981e79af5a9e8986c7dbfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-7243-7840-8a94-ddd4c4186f78"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9a402fceb5e21c67ec8e4d26017356e68669c12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-8a97-7661-9f4e-125e77d565da"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..39af77764fd30064845737541f79d4a24c8e317a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-8a97-7661-9f4e-125e77d565da"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dc3b133361f27b59/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/m11/artifacts/v2q_m11_dc3b133361f27b59/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dc3b133361f27b59/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/m11/artifacts/v2q_m11_dd8a236b98e80c7f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dd8a236b98e80c7f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..13cb9c20d59aea4f3e51fc8c0bb73a083933128d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dd8a236b98e80c7f/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:25:46.774083+00:00", + "ended_at": "2026-05-19T16:25:54.735856+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_dd8a236b98e80c7f", + "problem_id": "v2p_m11_f926639550a4167f", + "dataset_id": "m11", + "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=Age, condition_col=Response.", + "bindings": { + "group_col": "Age", + "condition_col": "Response", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "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": 71.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_dd8a236b98e80c7f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dd8a236b98e80c7f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e4737861d73e4f54cd6058231e7e3bfcda4cbd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dd8a236b98e80c7f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:50.264778+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": 3467.52, "started_at": "2026-05-19T16:25:46.795836+00:00", "ended_at": "2026-05-19T16:25:50.263426+00:00", "prompt_metrics": {"chars": 8023, "bytes_utf8": 8023, "lines": 243, "estimated_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-c3a8-7621-856c-e8f8224f838b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:25:54.735726+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": 3467.95, "started_at": "2026-05-19T16:25:51.266520+00:00", "ended_at": "2026-05-19T16:25:54.734532+00:00", "prompt_metrics": {"chars": 8023, "bytes_utf8": 8023, "lines": 243, "estimated_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-d505-7901-9dff-146869d2c37a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_ddea04e9bc06030d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ddea04e9bc06030d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..03a4ae1cc8305036d27f4d7d64b8f67833003e0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ddea04e9bc06030d/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:30:14.911967+00:00", + "ended_at": "2026-05-19T16:30:23.238555+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_ddea04e9bc06030d", + "problem_id": "v2p_m11_532fca62be8cd795", + "dataset_id": "m11", + "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=Region_Code, measure_col=Age.", + "bindings": { + "group_col": "Region_Code", + "measure_col": "Age", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_ddea04e9bc06030d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ddea04e9bc06030d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59c3b520d49b2953d5226f242ba2f23ba70b7ba0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ddea04e9bc06030d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:30:19.081803+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": 4148.13, "started_at": "2026-05-19T16:30:14.932271+00:00", "ended_at": "2026-05-19T16:30:19.080451+00:00", "prompt_metrics": {"chars": 7867, "bytes_utf8": 7867, "lines": 240, "estimated_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-dafc-73c0-b2bf-d8eb3cff2b56\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:30:23.238443+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": 3154.39, "started_at": "2026-05-19T16:30:20.083077+00:00", "ended_at": "2026-05-19T16:30:23.237514+00:00", "prompt_metrics": {"chars": 7867, "bytes_utf8": 7867, "lines": 240, "estimated_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-ef36-7a90-bb21-d8eca83b7bc0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_dfdd2db41f2802ed/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dfdd2db41f2802ed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8a2c09e65f64fc4fda95824be830411ee8edc7b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dfdd2db41f2802ed/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:15:32.731018+00:00", + "ended_at": "2026-05-19T16:15:39.389744+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_dfdd2db41f2802ed", + "problem_id": "v2p_m11_a59d5cacd0356a26", + "dataset_id": "m11", + "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=Gender, group_col_2=Vehicle_Age.", + "bindings": { + "group_col": "Gender", + "group_col_2": "Vehicle_Age", + "predicate_col": "Gender", + "predicate_op": "=", + "predicate_value": "Female", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_dfdd2db41f2802ed/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dfdd2db41f2802ed/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d332f6f4f853c10206d4abd3ab7ab0ac346acbb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_dfdd2db41f2802ed/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:35.570726+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": 2827.86, "started_at": "2026-05-19T16:15:32.742088+00:00", "ended_at": "2026-05-19T16:15:35.569982+00:00", "prompt_metrics": {"chars": 8103, "bytes_utf8": 8103, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-649b-7482-a49f-722608437683\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:15:39.389652+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": 2816.2, "started_at": "2026-05-19T16:15:36.572562+00:00", "ended_at": "2026-05-19T16:15:39.388808+00:00", "prompt_metrics": {"chars": 8103, "bytes_utf8": 8103, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-739e-7550-99b6-1dc22ac50612\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ae1dc0a81edb5d6bad45644ffd8af207f3a1cf53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/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": "2026-05-19T16:29:58.693498+00:00", + "ended_at": "2026-05-19T16:30:02.249486+00:00", + "elapsed_ms": 3555.94, + "returncode": 1, + "prompt_metrics": { + "chars": 7882, + "bytes_utf8": 7882, + "lines": 240, + "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/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0f555b12e8dfcdbfda828318e75239978b32678d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/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": "2026-05-19T16:30:03.251768+00:00", + "ended_at": "2026-05-19T16:30:06.803898+00:00", + "elapsed_ms": 3552.08, + "returncode": 1, + "prompt_metrics": { + "chars": 7882, + "bytes_utf8": 7882, + "lines": 240, + "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/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4c0280651b4dba86557df1fcef664fbfe863546 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Driving_License, measure_col=id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Driving_License", + "measure_col": "id", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4c0280651b4dba86557df1fcef664fbfe863546 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Driving_License, measure_col=id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "Driving_License", + "measure_col": "id", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4921839abc6871797dd57406a503d979a575150e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-9ba9-7ee0-88b3-fee63abcc8b2"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de7616c8d95e22445143badb0dfa6d6922c0e16f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-9ba9-7ee0-88b3-fee63abcc8b2"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..53231447e618ee64cfe84de8619b34e7131b543c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-ad71-71a3-8802-3f426b2c7b99"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..527d17481691d5c3a4d001ebd72a714656d7b402 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-ad71-71a3-8802-3f426b2c7b99"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/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/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/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/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f36d526de53fcd2ce8d715bcf615b1d767626628 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:29:58.674652+00:00", + "ended_at": "2026-05-19T16:30:06.805148+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_e2e96a75bc6a97e5", + "problem_id": "v2p_m11_41813ec8f31d99b8", + "dataset_id": "m11", + "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=Driving_License, measure_col=id.", + "bindings": { + "group_col": "Driving_License", + "measure_col": "id", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ca2a5d14a36f4136298a8e83e84c74ea68224db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e2e96a75bc6a97e5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:30:02.250619+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": 3555.94, "started_at": "2026-05-19T16:29:58.693498+00:00", "ended_at": "2026-05-19T16:30:02.249486+00:00", "prompt_metrics": {"chars": 7882, "bytes_utf8": 7882, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-9ba9-7ee0-88b3-fee63abcc8b2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:30:06.805022+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": 3552.08, "started_at": "2026-05-19T16:30:03.251768+00:00", "ended_at": "2026-05-19T16:30:06.803898+00:00", "prompt_metrics": {"chars": 7882, "bytes_utf8": 7882, "lines": 240, "estimated_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-ad71-71a3-8802-3f426b2c7b99\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_e4b71e94b870829c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e4b71e94b870829c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..78380c02642ef1db97980a385f924bf592955942 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e4b71e94b870829c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:31:01.631108+00:00", + "ended_at": "2026-05-19T16:31:09.089914+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_e4b71e94b870829c", + "problem_id": "v2p_m11_f4e03697ffef9590", + "dataset_id": "m11", + "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=Vehicle_Damage, measure_col=Policy_Sales_Channel.", + "bindings": { + "group_col": "Vehicle_Damage", + "measure_col": "Policy_Sales_Channel", + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_e4b71e94b870829c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e4b71e94b870829c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..808acda67b407525424f5180d4a5205e2a6d121a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e4b71e94b870829c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:31:04.925942+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": 3275.06, "started_at": "2026-05-19T16:31:01.649849+00:00", "ended_at": "2026-05-19T16:31:04.924957+00:00", "prompt_metrics": {"chars": 7913, "bytes_utf8": 7913, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4113-9191-7cd2-b413-3277245e6570\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:31:09.089798+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": 3161.66, "started_at": "2026-05-19T16:31:05.927056+00:00", "ended_at": "2026-05-19T16:31:09.088759+00:00", "prompt_metrics": {"chars": 7913, "bytes_utf8": 7913, "lines": 240, "estimated_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-a237-72f3-a863-8f444493fedb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_e55ca57880c87c16/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e55ca57880c87c16/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..98b6db5a3b51fb9b3d58ac86eba0e1e95beca3a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e55ca57880c87c16/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:11:03.239533+00:00", + "ended_at": "2026-05-19T16:11:11.652341+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_e55ca57880c87c16", + "problem_id": "v2p_m11_b2591def7eba6e64", + "dataset_id": "m11", + "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=Policy_Sales_Channel.", + "bindings": { + "group_col": "Policy_Sales_Channel", + "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": 71.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=17" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "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/m11/artifacts/v2q_m11_e55ca57880c87c16/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e55ca57880c87c16/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5163b86ee2aae526dcc2a3c47c5a9215cc47965f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e55ca57880c87c16/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:07.386759+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": 4135.68, "started_at": "2026-05-19T16:11:03.250128+00:00", "ended_at": "2026-05-19T16:11:07.385833+00:00", "prompt_metrics": {"chars": 7723, "bytes_utf8": 7723, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-47d4-75e2-9371-6feff0e3a03e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:11:11.652183+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": 3263.32, "started_at": "2026-05-19T16:11:08.387610+00:00", "ended_at": "2026-05-19T16:11:11.650964+00:00", "prompt_metrics": {"chars": 7723, "bytes_utf8": 7723, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-5bff-7290-aff1-c4ef9464b5ac\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f1949b7d40de2e7693154219c73e43d8174ceb90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/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": "2026-05-19T16:19:48.247580+00:00", + "ended_at": "2026-05-19T16:19:51.007491+00:00", + "elapsed_ms": 2759.88, + "returncode": 1, + "prompt_metrics": { + "chars": 8338, + "bytes_utf8": 8338, + "lines": 240, + "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/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9ba9bd76bed8b057a5f11e6bf99538f8109173b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/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": "2026-05-19T16:19:52.009049+00:00", + "ended_at": "2026-05-19T16:19:55.194356+00:00", + "elapsed_ms": 3185.27, + "returncode": 1, + "prompt_metrics": { + "chars": 8338, + "bytes_utf8": 8338, + "lines": 240, + "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/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49392fa7f3006fbf57d5b541b927a324e8ae6b7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Vintage, measure_col=id.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Vintage", + "measure_col": "id", + "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": 300232.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..49392fa7f3006fbf57d5b541b927a324e8ae6b7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Vintage, measure_col=id.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Vintage", + "measure_col": "id", + "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": 300232.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da481af9e5a585476f24aba2bb064d6b9f27b40f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-4a89-7c21-ba8d-e4ce14b3526e"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33602ff6ab4aa1ac0cfe55053db73d438f4e5545 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-4a89-7c21-ba8d-e4ce14b3526e"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf88f1773fc58df6a48be2436ff31fcd493c968a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-5949-7ce1-b787-5cdf573c71ea"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccd44d69d7213c11ec5ae3233ef7d608be45b636 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-5949-7ce1-b787-5cdf573c71ea"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/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/m11/artifacts/v2q_m11_e736dc2a64d0211e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/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/m11/artifacts/v2q_m11_e736dc2a64d0211e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2d7aea7c4d1dcd0ec063f69c216a96126224ecda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:19:48.237040+00:00", + "ended_at": "2026-05-19T16:19:55.195897+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_e736dc2a64d0211e", + "problem_id": "v2p_m11_e18c930862040291", + "dataset_id": "m11", + "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=Vintage, measure_col=id.", + "bindings": { + "group_col": "Vintage", + "measure_col": "id", + "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": 300232.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_e736dc2a64d0211e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ddea30f34b177e42763eccfc3f5bdad20740633b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e736dc2a64d0211e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:51.008196+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": 2759.88, "started_at": "2026-05-19T16:19:48.247580+00:00", "ended_at": "2026-05-19T16:19:51.007491+00:00", "prompt_metrics": {"chars": 8338, "bytes_utf8": 8338, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-4a89-7c21-ba8d-e4ce14b3526e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:19:55.195722+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": 3185.27, "started_at": "2026-05-19T16:19:52.009049+00:00", "ended_at": "2026-05-19T16:19:55.194356+00:00", "prompt_metrics": {"chars": 8338, "bytes_utf8": 8338, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-5949-7ce1-b787-5cdf573c71ea\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_e742588b07b3d91e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e742588b07b3d91e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d87fbfae66e50d09f0189a81b285ba569cf2ba36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e742588b07b3d91e/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:26:09.537694+00:00", + "ended_at": "2026-05-19T16:26:18.190140+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_e742588b07b3d91e", + "problem_id": "v2p_m11_f96478c74fba807f", + "dataset_id": "m11", + "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=Region_Code, condition_col=Driving_License.", + "bindings": { + "group_col": "Region_Code", + "condition_col": "Driving_License", + "condition_value": "1", + "positive_value": "1", + "negative_value": "0", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_e742588b07b3d91e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e742588b07b3d91e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..08ca7587ef34a32d4c2c446b378597128b345857 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e742588b07b3d91e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:13.771440+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": 4210.41, "started_at": "2026-05-19T16:26:09.559095+00:00", "ended_at": "2026-05-19T16:26:13.769552+00:00", "prompt_metrics": {"chars": 8046, "bytes_utf8": 8046, "lines": 243, "estimated_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-1ca6-7560-9a31-2edd193d57f3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:26:18.190026+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": 3415.94, "started_at": "2026-05-19T16:26:14.772976+00:00", "ended_at": "2026-05-19T16:26:18.189014+00:00", "prompt_metrics": {"chars": 8046, "bytes_utf8": 8046, "lines": 243, "estimated_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-30eb-73a3-8afc-cf93f9d794de\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_e9ad16ea0807194a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e9ad16ea0807194a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..abfe1573c64a1491c2ec6dfff029d02ca81b6991 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e9ad16ea0807194a/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:17:34.587840+00:00", + "ended_at": "2026-05-19T16:17:42.101630+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_e9ad16ea0807194a", + "problem_id": "v2p_m11_bff02bbb9bfe30ec", + "dataset_id": "m11", + "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=Vintage.", + "bindings": { + "measure_col": "Vintage", + "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": 71.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_e9ad16ea0807194a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e9ad16ea0807194a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e4b7809cf5f8270559cf1d8feb7ee0ece9e8891f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_e9ad16ea0807194a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:38.041071+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": 3435.25, "started_at": "2026-05-19T16:17:34.604622+00:00", "ended_at": "2026-05-19T16:17:38.039972+00:00", "prompt_metrics": {"chars": 7958, "bytes_utf8": 7958, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-4125-7f53-a89b-dc83a169bd33\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:17:42.101496+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": 3057.02, "started_at": "2026-05-19T16:17:39.043308+00:00", "ended_at": "2026-05-19T16:17:42.100404+00:00", "prompt_metrics": {"chars": 7958, "bytes_utf8": 7958, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-5256-7c80-9cf8-f62a1d211901\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7b3aecd6dbc0f1aa5eb92fa567a42e53563a49e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:23.164693+00:00", + "ended_at": "2026-05-19T16:12:26.510436+00:00", + "elapsed_ms": 3345.71, + "returncode": 1, + "prompt_metrics": { + "chars": 8222, + "bytes_utf8": 8222, + "lines": 242, + "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/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..88ca687c24160fac000c96c1d03fab3fb7dd68cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ead127f62eb00933/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": "2026-05-19T16:12:27.513739+00:00", + "ended_at": "2026-05-19T16:12:30.546603+00:00", + "elapsed_ms": 3032.82, + "returncode": 1, + "prompt_metrics": { + "chars": 8222, + "bytes_utf8": 8222, + "lines": 242, + "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/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..79c3054267d04a0002f7f825a0875f567386e9b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Vintage, measure_col=Policy_Sales_Channel.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Vintage", + "measure_col": "Policy_Sales_Channel", + "item_col": "Vintage", + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..79c3054267d04a0002f7f825a0875f567386e9b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,242 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Vintage, measure_col=Policy_Sales_Channel.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Vintage", + "measure_col": "Policy_Sales_Channel", + "item_col": "Vintage", + "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": 152.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bed7a22ff7792cd397898aeed6bc33c63a3d8e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-7ffb-75b1-820f-0e019aa451bf"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a45fde47a916d2bd642d032291bddf93391b655 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-7ffb-75b1-820f-0e019aa451bf"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae7535b5fd51092d90b44fa5c346ab3fea1bdff2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-90f5-7bd2-b001-bc8209d22bc6"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f86c499504b24a3091f6b5c55feff8a544a99900 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-90f5-7bd2-b001-bc8209d22bc6"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ead127f62eb00933/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/m11/artifacts/v2q_m11_ead127f62eb00933/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ead127f62eb00933/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/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..566e36e21c9614854a473ea3c43438021240859b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_eb9f7d401a8922de/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": "2026-05-19T16:25:05.831970+00:00", + "ended_at": "2026-05-19T16:25:09.308391+00:00", + "elapsed_ms": 3476.34, + "returncode": 1, + "prompt_metrics": { + "chars": 8056, + "bytes_utf8": 8056, + "lines": 243, + "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/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1e0b5826985ecfa822db9730f7b1f000d1c0f525 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_eb9f7d401a8922de/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": "2026-05-19T16:25:10.311552+00:00", + "ended_at": "2026-05-19T16:25:13.746255+00:00", + "elapsed_ms": 3434.65, + "returncode": 1, + "prompt_metrics": { + "chars": 8056, + "bytes_utf8": 8056, + "lines": 243, + "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/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c49098b4f9c238a846d9c4b14a1f5b59dcdf6192 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Response, condition_col=Vehicle_Age.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Response", + "condition_col": "Vehicle_Age", + "condition_value": "1-2 Year", + "positive_value": "1-2 Year", + "negative_value": "< 1 Year", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c49098b4f9c238a846d9c4b14a1f5b59dcdf6192 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,243 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Response, condition_col=Vehicle_Age.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Response", + "condition_col": "Vehicle_Age", + "condition_value": "1-2 Year", + "positive_value": "1-2 Year", + "negative_value": "< 1 Year", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b7574bfe258b76da17a9a4ab2f95bc4a8e8c6f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-2396-73e3-99b5-a6160d471f44"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1cd9296efb69bfb577cee2fc3edd65e571d3b1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-2396-73e3-99b5-a6160d471f44"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..182a4c8975f0cdf786688ceaaba8d555d8c93d7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-352e-7831-8309-c8080fc57025"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..296468c1d584992c782e808d12e541e5b44e04b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-352e-7831-8309-c8080fc57025"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_eb9f7d401a8922de/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/m11/artifacts/v2q_m11_eb9f7d401a8922de/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_eb9f7d401a8922de/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/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e7104174e7afd7f11d472dc91bb0fbc99a4e2bb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/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": "2026-05-19T16:19:33.322571+00:00", + "ended_at": "2026-05-19T16:19:36.568496+00:00", + "elapsed_ms": 3245.9, + "returncode": 1, + "prompt_metrics": { + "chars": 8369, + "bytes_utf8": 8369, + "lines": 240, + "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/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..33ee453afe1bf992311c2f2f7d7bc921c207d552 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/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": "2026-05-19T16:19:37.571460+00:00", + "ended_at": "2026-05-19T16:19:40.762846+00:00", + "elapsed_ms": 3191.33, + "returncode": 1, + "prompt_metrics": { + "chars": 8369, + "bytes_utf8": 8369, + "lines": 240, + "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/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b963ac2943f74a6907c461dc15310eb8f93ad801 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Policy_Sales_Channel, measure_col=Vintage.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Policy_Sales_Channel", + "measure_col": "Vintage", + "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": 64.16, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b963ac2943f74a6907c461dc15310eb8f93ad801 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=Policy_Sales_Channel, measure_col=Vintage.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "Policy_Sales_Channel", + "measure_col": "Vintage", + "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": 64.16, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8fcdef1b842afec8b68c029def743e9bbdff3b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-104e-7743-9e66-e0e4d59b0a9a"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dac23d1b7fef2b54b345dfe12c7efb917df7807 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-104e-7743-9e66-e0e4d59b0a9a"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f22af370b3f0086a98745c385a94ee6c224ac036 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-20da-7872-810c-ea2cfa626e9f"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4307fbc257c4c93491d52cc393e882018c20dd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-20da-7872-810c-ea2cfa626e9f"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/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/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ec7c53aeace6ee1c/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/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0a825e2ee6cff4b63367c335ce6fb49660c8782c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee8c75263aa092b8/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": "2026-05-19T16:26:50.820311+00:00", + "ended_at": "2026-05-19T16:26:53.991133+00:00", + "elapsed_ms": 3170.78, + "returncode": 1, + "prompt_metrics": { + "chars": 7716, + "bytes_utf8": 7716, + "lines": 238, + "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/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d04d33814972fc0361cfc0c43d6d74c6a5ccf398 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee8c75263aa092b8/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": "2026-05-19T16:26:54.993962+00:00", + "ended_at": "2026-05-19T16:26:58.005065+00:00", + "elapsed_ms": 3010.93, + "returncode": 1, + "prompt_metrics": { + "chars": 7716, + "bytes_utf8": 7716, + "lines": 238, + "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/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..74f8898b04af0072aabef1813c92a8a17e7425e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Age.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Age", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..74f8898b04af0072aabef1813c92a8a17e7425e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Age.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Age", + "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": 49.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e75eafc33f86d8cc659a6bda3e63b91324ae5e85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-bde3-7d91-974e-d5219b388d99"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..90f5976cee9689ca5d3059a21281119a9028f128 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-bde3-7d91-974e-d5219b388d99"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f9a970135b5d20b55cdd7a3c46a08df1043fffa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-ce02-7111-93f8-e9cefbb2c4aa"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c7e4b679906e41589d3649182106e8da5d566aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-ce02-7111-93f8-e9cefbb2c4aa"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee8c75263aa092b8/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/m11/artifacts/v2q_m11_ee8c75263aa092b8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee8c75263aa092b8/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/m11/artifacts/v2q_m11_ee907c1fbc60fcd1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee907c1fbc60fcd1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3d669b1f8737f1a55759cc7883a7f4849d26a8d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee907c1fbc60fcd1/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:31:16.846850+00:00", + "ended_at": "2026-05-19T16:31:25.825080+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_ee907c1fbc60fcd1", + "problem_id": "v2p_m11_8b8cf72c2c0fb85c", + "dataset_id": "m11", + "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=Policy_Sales_Channel, measure_col=Vintage.", + "bindings": { + "group_col": "Policy_Sales_Channel", + "measure_col": "Vintage", + "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": 71.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_ee907c1fbc60fcd1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee907c1fbc60fcd1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb56cb6f752c79ba2625b5441c09f5732e9bd8a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_ee907c1fbc60fcd1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:31:21.459828+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": 4590.94, "started_at": "2026-05-19T16:31:16.867751+00:00", "ended_at": "2026-05-19T16:31:21.458740+00:00", "prompt_metrics": {"chars": 7893, "bytes_utf8": 7893, "lines": 240, "estimated_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-ccf4-7c92-bc84-499f3fdd9758\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:31:25.824952+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": 3362.17, "started_at": "2026-05-19T16:31:22.461645+00:00", "ended_at": "2026-05-19T16:31:25.823896+00:00", "prompt_metrics": {"chars": 7893, "bytes_utf8": 7893, "lines": 240, "estimated_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-e2d1-7180-8a6f-ee36ef1525c9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_f21a1baa071e32bb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f21a1baa071e32bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..99cc33b1c172ca6e27b50ed0fe346234d6677cc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f21a1baa071e32bb/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:24:17.366718+00:00", + "ended_at": "2026-05-19T16:24:25.266972+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_f21a1baa071e32bb", + "problem_id": "v2p_m11_14d1816733181099", + "dataset_id": "m11", + "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=Vehicle_Damage, condition_col=Gender.", + "bindings": { + "group_col": "Vehicle_Damage", + "condition_col": "Gender", + "condition_value": "Male", + "positive_value": "Male", + "negative_value": "Female", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_f21a1baa071e32bb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f21a1baa071e32bb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..666766c875342d106e3ff7a98abe9dae2cf4b5aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f21a1baa071e32bb/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:20.787746+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": 3394.08, "started_at": "2026-05-19T16:24:17.392688+00:00", "ended_at": "2026-05-19T16:24:20.786818+00:00", "prompt_metrics": {"chars": 8063, "bytes_utf8": 8063, "lines": 243, "estimated_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-6676-70a2-aa1e-f6506da252dd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:24:25.266870+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": 3476.58, "started_at": "2026-05-19T16:24:21.789315+00:00", "ended_at": "2026-05-19T16:24:25.265937+00:00", "prompt_metrics": {"chars": 8063, "bytes_utf8": 8063, "lines": 243, "estimated_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-777f-7c61-9845-315177c9219f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_f242d7ce8effa28c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f242d7ce8effa28c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b25b4193fa7efdfe7d8051bb290900c284440679 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f242d7ce8effa28c/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:27:21.553422+00:00", + "ended_at": "2026-05-19T16:27:29.078852+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_f242d7ce8effa28c", + "problem_id": "v2p_m11_ee3fe9e4cbdc7971", + "dataset_id": "m11", + "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=Vintage.", + "bindings": { + "measure_col": "Vintage", + "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": 71.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_f242d7ce8effa28c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f242d7ce8effa28c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e9f3f826610de1a2f5d9e1a11f54f058970881e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f242d7ce8effa28c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:24.539672+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": 2963.2, "started_at": "2026-05-19T16:27:21.574551+00:00", "ended_at": "2026-05-19T16:27:24.537803+00:00", "prompt_metrics": {"chars": 7724, "bytes_utf8": 7724, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-35d7-7a60-894e-65edd70c3d60\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:27:29.078741+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": 3535.1, "started_at": "2026-05-19T16:27:25.542684+00:00", "ended_at": "2026-05-19T16:27:29.077851+00:00", "prompt_metrics": {"chars": 7724, "bytes_utf8": 7724, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-4553-78c0-b702-227125eaf808\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_f306508d492b4c22/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f306508d492b4c22/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..975d639ee181440d5bf58af8f274d3b5092aab53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f306508d492b4c22/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:12:53.118451+00:00", + "ended_at": "2026-05-19T16:13:01.425974+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_f306508d492b4c22", + "problem_id": "v2p_m11_ce9ecc9375311cdd", + "dataset_id": "m11", + "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=Gender, measure_col=id.", + "bindings": { + "group_col": "Gender", + "measure_col": "id", + "item_col": "Age", + "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": 340589.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_f306508d492b4c22/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f306508d492b4c22/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc4b8e139eee6f95936bfa0fd70af9307486858d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f306508d492b4c22/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:56.169544+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": 3038.62, "started_at": "2026-05-19T16:12:53.129943+00:00", "ended_at": "2026-05-19T16:12:56.168590+00:00", "prompt_metrics": {"chars": 8183, "bytes_utf8": 8183, "lines": 242, "estimated_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-f506-7d23-90dd-74e51282fd6b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:13:01.425885+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": 4254.76, "started_at": "2026-05-19T16:12:57.170418+00:00", "ended_at": "2026-05-19T16:13:01.425206+00:00", "prompt_metrics": {"chars": 8183, "bytes_utf8": 8183, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-04e8-7323-87ec-2c8e1d78049e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..767c825e2086186fc38fbe1e78241c8f3a753c2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f79f3d6ae3993aad/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": "2026-05-19T16:22:59.254963+00:00", + "ended_at": "2026-05-19T16:23:08.959288+00:00", + "elapsed_ms": 9704.28, + "returncode": 1, + "prompt_metrics": { + "chars": 7970, + "bytes_utf8": 7970, + "lines": 240, + "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/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d31fb8e4cc08d6faa40ecee13962bbf3b65d7c34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Response, measure_col=Vintage.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Response", + "measure_col": "Vintage", + "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": 64.16, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d31fb8e4cc08d6faa40ecee13962bbf3b65d7c34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Response, measure_col=Vintage.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Response", + "measure_col": "Vintage", + "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": 64.16, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f1d1bda86e9b2edbdbde1c5a4c3bb4906eb2b38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-3536-7d93-8b37-8b2a1dbb3896"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4684a89a5299ff40ed10b366788b1f1902201867 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-3536-7d93-8b37-8b2a1dbb3896"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..633553d8b39c3536154f985bcfb9e955c191a360 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-5f00-7823-93f6-40e0ddfdb24b"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..60e5a8451af65f087ba39f9d425c2bd24a883ea6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-5f00-7823-93f6-40e0ddfdb24b"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f79f3d6ae3993aad/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/m11/artifacts/v2q_m11_f79f3d6ae3993aad/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f79f3d6ae3993aad/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/m11/artifacts/v2q_m11_f79f3d6ae3993aad/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f79f3d6ae3993aad/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6f8fc358ce21e37732761a974543ee6646bd552c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f79f3d6ae3993aad/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:22:59.236547+00:00", + "ended_at": "2026-05-19T16:23:14.150838+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_f79f3d6ae3993aad", + "problem_id": "v2p_m11_d290e72293fae102", + "dataset_id": "m11", + "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=Response, measure_col=Vintage.", + "bindings": { + "group_col": "Response", + "measure_col": "Vintage", + "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": 64.16, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_f79f3d6ae3993aad/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f79f3d6ae3993aad/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db5c93eed1d641dca2cc29542c5700bc01fb4400 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f79f3d6ae3993aad/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:08.960267+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": 9704.28, "started_at": "2026-05-19T16:22:59.254963+00:00", "ended_at": "2026-05-19T16:23:08.959288+00:00", "prompt_metrics": {"chars": 7970, "bytes_utf8": 7970, "lines": 240, "estimated_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-3536-7d93-8b37-8b2a1dbb3896\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:23:14.150729+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": 4187.9, "started_at": "2026-05-19T16:23:09.961845+00:00", "ended_at": "2026-05-19T16:23:14.149784+00:00", "prompt_metrics": {"chars": 7970, "bytes_utf8": 7970, "lines": 240, "estimated_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-5f00-7823-93f6-40e0ddfdb24b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_f807f215b89b8891/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f807f215b89b8891/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8cc90840224e243072ed4636c1c52a03e4f36ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f807f215b89b8891/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Policy_Sales_Channel": "152.0", "support": 134784, "avg_response": 26.21482520180437}, {"Policy_Sales_Channel": "26.0", "support": 79700, "avg_response": 50.683412797992474}, {"Policy_Sales_Channel": "124.0", "support": 73995, "avg_response": 46.92358943171836}, {"Policy_Sales_Channel": "160.0", "support": 21779, "avg_response": 23.435006198631708}, {"Policy_Sales_Channel": "156.0", "support": 10661, "avg_response": 39.05187130663165}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f807f215b89b8891/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f807f215b89b8891/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd16cf9ac58cb583ae41cb0974d8d25dc45cb452 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f807f215b89b8891/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: m11 +-- 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_m11_f807f215b89b8891 +-- problem_id: v2p_m11_af45b089db3fc101 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Policy_Sales_Channel", + COUNT(*) AS support, + AVG("Age") AS avg_response +FROM "m11" +GROUP BY "Policy_Sales_Channel" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f807f215b89b8891/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f807f215b89b8891/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a11a182f48d95b3a2b82cdc1add33b1a26ede83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f807f215b89b8891/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: m11\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_m11_f807f215b89b8891\n-- problem_id: v2p_m11_af45b089db3fc101\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Policy_Sales_Channel\",\n COUNT(*) AS support,\n AVG(\"Age\") AS avg_response\nFROM \"m11\"\nGROUP BY \"Policy_Sales_Channel\"\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: m11\\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_m11_f807f215b89b8891\\n-- problem_id: v2p_m11_af45b089db3fc101\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Policy_Sales_Channel\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Age\\\") AS avg_response\\nFROM \\\"m11\\\"\\nGROUP BY \\\"Policy_Sales_Channel\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Policy_Sales_Channel\", \"support\", \"avg_response\"], \"rows\": [{\"Policy_Sales_Channel\": \"152.0\", \"support\": 134784, \"avg_response\": 26.21482520180437}, {\"Policy_Sales_Channel\": \"26.0\", \"support\": 79700, \"avg_response\": 50.683412797992474}, {\"Policy_Sales_Channel\": \"124.0\", \"support\": 73995, \"avg_response\": 46.92358943171836}, {\"Policy_Sales_Channel\": \"160.0\", \"support\": 21779, \"avg_response\": 23.435006198631708}, {\"Policy_Sales_Channel\": \"156.0\", \"support\": 10661, \"avg_response\": 39.05187130663165}, {\"Policy_Sales_Channel\": \"122.0\", \"support\": 9930, \"avg_response\": 51.92054380664653}, {\"Policy_Sales_Channel\": \"157.0\", \"support\": 6684, \"avg_response\": 41.94464392579294}, {\"Policy_Sales_Channel\": \"154.0\", \"support\": 5993, \"avg_response\": 40.39512764892375}, {\"Policy_Sales_Channel\": \"151.0\", \"support\": 3885, \"avg_response\": 25.566280566280565}, {\"Policy_Sales_Channel\": \"163.0\", \"support\": 2893, \"avg_response\": 37.308330452817145}, {\"Policy_Sales_Channel\": \"13.0\", \"support\": 1865, \"avg_response\": 53.9029490616622}, {\"Policy_Sales_Channel\": \"25.0\", \"support\": 1848, \"avg_response\": 54.884199134199136}, {\"Policy_Sales_Channel\": \"7.0\", \"support\": 1598, \"avg_response\": 54.520650813516895}, {\"Policy_Sales_Channel\": \"8.0\", \"support\": 1515, \"avg_response\": 53.41650165016502}, {\"Policy_Sales_Channel\": \"30.0\", \"support\": 1410, \"avg_response\": 56.6}, {\"Policy_Sales_Channel\": \"55.0\", \"support\": 1264, \"avg_response\": 52.99446202531646}, {\"Policy_Sales_Channel\": \"155.0\", \"support\": 1234, \"avg_response\": 42.70907617504052}, {\"Policy_Sales_Channel\": \"11.0\", \"support\": 1203, \"avg_response\": 54.0}, {\"Policy_Sales_Channel\": \"1.0\", \"support\": 1074, \"avg_response\": 40.447858472998135}, {\"Policy_Sales_Channel\": \"52.0\", \"support\": 1055, \"avg_response\": 52.53649289099526}, {\"Policy_Sales_Channel\": \"125.0\", \"support\": 1026, \"avg_response\": 51.106237816764136}, {\"Policy_Sales_Channel\": \"15.0\", \"support\": 888, \"avg_response\": 54.97522522522522}, {\"Policy_Sales_Channel\": \"29.0\", \"support\": 843, \"avg_response\": 49.17200474495848}, {\"Policy_Sales_Channel\": \"12.0\", \"support\": 783, \"avg_response\": 53.39463601532567}, {\"Policy_Sales_Channel\": \"120.0\", \"support\": 769, \"avg_response\": 54.249674902470744}, {\"Policy_Sales_Channel\": \"24.0\", \"support\": 750, \"avg_response\": 52.588}, {\"Policy_Sales_Channel\": \"31.0\", \"support\": 631, \"avg_response\": 46.5594294770206}, {\"Policy_Sales_Channel\": \"14.0\", \"support\": 622, \"avg_response\": 53.37299035369775}, {\"Policy_Sales_Channel\": \"153.0\", \"support\": 607, \"avg_response\": 26.752883031301483}, {\"Policy_Sales_Channel\": \"61.0\", \"support\": 579, \"avg_response\": 51.3126079447323}, {\"Policy_Sales_Channel\": \"3.0\", \"support\": 523, \"avg_response\": 57.90248565965583}, {\"Policy_Sales_Channel\": \"16.0\", \"support\": 523, \"avg_response\": 54.06500956022945}, {\"Policy_Sales_Channel\": \"60.0\", \"support\": 517, \"avg_response\": 50.13733075435203}, {\"Policy_Sales_Channel\": \"4.0\", \"support\": 509, \"avg_response\": 48.51080550098232}, {\"Policy_Sales_Channel\": \"158.0\", \"support\": 492, \"avg_response\": 42.701219512195124}, {\"Policy_Sales_Channel\": \"23.0\", \"support\": 422, \"avg_response\": 52.824644549763036}, {\"Policy_Sales_Channel\": \"22.0\", \"support\": 332, \"avg_response\": 52.756024096385545}, {\"Policy_Sales_Channel\": \"150.0\", \"support\": 312, \"avg_response\": 45.51923076923077}, {\"Policy_Sales_Channel\": \"10.0\", \"support\": 264, \"avg_response\": 54.553030303030305}, {\"Policy_Sales_Channel\": \"19.0\", \"support\": 222, \"avg_response\": 50.950450450450454}, {\"Policy_Sales_Channel\": \"136.0\", \"support\": 185, \"avg_response\": 47.65405405405406}, {\"Policy_Sales_Channel\": \"147.0\", \"support\": 184, \"avg_response\": 52.29891304347826}, {\"Policy_Sales_Channel\": \"109.0\", \"support\": 175, \"avg_response\": 47.4}, {\"Policy_Sales_Channel\": \"145.0\", \"support\": 174, \"avg_response\": 54.55172413793103}, {\"Policy_Sales_Channel\": \"9.0\", \"support\": 169, \"avg_response\": 55.57396449704142}, {\"Policy_Sales_Channel\": \"18.0\", \"support\": 167, \"avg_response\": 52.616766467065865}, {\"Policy_Sales_Channel\": \"91.0\", \"support\": 158, \"avg_response\": 49.91139240506329}, {\"Policy_Sales_Channel\": \"116.0\", \"support\": 154, \"avg_response\": 56.103896103896105}, {\"Policy_Sales_Channel\": \"37.0\", \"support\": 152, \"avg_response\": 55.56578947368421}, {\"Policy_Sales_Channel\": \"21.0\", \"support\": 148, \"avg_response\": 53.87837837837838}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 215.72}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f807f215b89b8891/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f807f215b89b8891/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c7691734045f4dea6f5ea06c6a6913064a5e5c29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f807f215b89b8891/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:32:31.581510+00:00", + "ended_at": "2026-05-19T16:32:31.800249+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_f807f215b89b8891", + "problem_id": "v2p_m11_af45b089db3fc101", + "dataset_id": "m11", + "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, key_col=Policy_Sales_Channel.", + "bindings": { + "key_col": "Policy_Sales_Channel", + "measure_col": "Age", + "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/m11/sql/v2q_m11_f807f215b89b8891.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/m11/artifacts/v2q_m11_f807f215b89b8891/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f807f215b89b8891/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_f807f215b89b8891/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/m11/artifacts/v2q_m11_fb177c9552c355aa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_fb177c9552c355aa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..403de20ca9b632e02586d049f3e4412ead064948 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_fb177c9552c355aa/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "m11", + "started_at": "2026-05-19T16:21:23.910929+00:00", + "ended_at": "2026-05-19T16:21:31.661238+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m11_fb177c9552c355aa", + "problem_id": "v2p_m11_3b76e10463135dc8", + "dataset_id": "m11", + "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=Previously_Insured, measure_col=id.", + "bindings": { + "group_col": "Previously_Insured", + "measure_col": "id", + "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": 300232.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_fb177c9552c355aa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_fb177c9552c355aa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..70a7331185b09395a24f462a76a3c5074ec97e68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_fb177c9552c355aa/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:27.053949+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": 3132.32, "started_at": "2026-05-19T16:21:23.920912+00:00", "ended_at": "2026-05-19T16:21:27.053257+00:00", "prompt_metrics": {"chars": 7982, "bytes_utf8": 7982, "lines": 240, "estimated_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-c054-70b2-adfb-d1017e9b1773\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:21:31.661149+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": 3605.5, "started_at": "2026-05-19T16:21:28.054886+00:00", "ended_at": "2026-05-19T16:21:31.660420+00:00", "prompt_metrics": {"chars": 7982, "bytes_utf8": 7982, "lines": 240, "estimated_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-d086-7682-9bf2-a12819f9f14c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3dadbd717c6dc405a9f535cd6c46e56e3d8f71da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_feb6506d370d6049/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": "2026-05-19T16:27:06.197555+00:00", + "ended_at": "2026-05-19T16:27:09.430230+00:00", + "elapsed_ms": 3232.62, + "returncode": 1, + "prompt_metrics": { + "chars": 7741, + "bytes_utf8": 7741, + "lines": 238, + "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/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bc09467dc82aa98bbe93d80b707327524138089b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_feb6506d370d6049/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": "2026-05-19T16:27:10.432852+00:00", + "ended_at": "2026-05-19T16:27:14.193331+00:00", + "elapsed_ms": 3760.42, + "returncode": 1, + "prompt_metrics": { + "chars": 7741, + "bytes_utf8": 7741, + "lines": 238, + "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/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60e92d311f02cdda69ea5b721f39b3be404b1004 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Annual_Premium.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Annual_Premium", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..60e92d311f02cdda69ea5b721f39b3be404b1004 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +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: m11 +- dataset_name: Health Insurance Cross Sell Prediction +- table_name: m11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `Previously_Insured`. +- task_type: classification +- target_column: Previously_Insured +- main_row_count: 381109 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- Gender: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Gender. +- Age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Age. +- Driving_License: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Driving License. +- Region_Code: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region Code. +- Previously_Insured: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for Previously Insured. +- Vehicle_Age: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Age. +- Vehicle_Damage: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Vehicle Damage. +- Annual_Premium: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Annual Premium. +- Policy_Sales_Channel: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Policy Sales Channel. +- Vintage: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Vintage. +- Response: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Response. +- useful_field_combinations: [['Gender', 'Age', 'Previously_Insured'], ['Gender', 'Gender', 'Previously_Insured']] +- fields_requiring_caution: ['Previously_Insured', 'Annual_Premium', 'Vintage'] +- source_url: https://www.kaggle.com/datasets/anmolkumar/health-insurance-cross-sell-prediction + +SQLite schema snapshot: +{ + "table_name": "m11", + "quoted_table_name": "\"m11\"", + "row_count": 381109, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Gender", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Driving_License", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region_Code", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Previously_Insured", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vehicle_Damage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Annual_Premium", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Policy_Sales_Channel", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Vintage", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Response", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "1", + "Gender": "Male", + "Age": "44", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "40454.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "217", + "Response": "1" + }, + { + "id": "2", + "Gender": "Male", + "Age": "76", + "Driving_License": "1", + "Region_Code": "3.0", + "Previously_Insured": "0", + "Vehicle_Age": "1-2 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "33536.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "183", + "Response": "0" + }, + { + "id": "3", + "Gender": "Male", + "Age": "47", + "Driving_License": "1", + "Region_Code": "28.0", + "Previously_Insured": "0", + "Vehicle_Age": "> 2 Years", + "Vehicle_Damage": "Yes", + "Annual_Premium": "38294.0", + "Policy_Sales_Channel": "26.0", + "Vintage": "27", + "Response": "1" + }, + { + "id": "4", + "Gender": "Male", + "Age": "21", + "Driving_License": "1", + "Region_Code": "11.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "28619.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "203", + "Response": "0" + }, + { + "id": "5", + "Gender": "Female", + "Age": "29", + "Driving_License": "1", + "Region_Code": "41.0", + "Previously_Insured": "1", + "Vehicle_Age": "< 1 Year", + "Vehicle_Damage": "No", + "Annual_Premium": "27496.0", + "Policy_Sales_Channel": "152.0", + "Vintage": "39", + "Response": "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": "m11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Annual_Premium.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "Annual_Premium", + "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": 51539.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "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/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c2e26ad33696d571ea52168fc3a6cffdfd5d46b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-f9c1-73d2-9ab3-e538e51e45f5"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86717da9f6e381e662a5e4c844be63047156cf13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-f9c1-73d2-9ab3-e538e51e45f5"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..13d278575314973ca892b0ee644dffdb45453a2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-0a8d-7f40-955a-2e8fca74b559"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8947c42b9693c016746d21a67ad2f15e76450017 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-0a8d-7f40-955a-2e8fca74b559"} +{"type":"turn.started"} +{"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/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_feb6506d370d6049/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/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m11/artifacts/v2q_m11_feb6506d370d6049/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391