diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..14f8c06b8c32cb8f6da3fe03449458f75b57cca6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/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=category_id, measure_col=views. +Result preview: [{"category_id": "10", "total_measure": 40132892190}, {"category_id": "24", "total_measure": 20604388195}, {"category_id": "1", "total_measure": 7284156721}, {"category_id": "23", "total_measure": 5117426208}, {"category_id": "22", "total_measure": 4917191726}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7cb4c01eb90826655210dad57cc117e21592b49e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_433e2075316c53cd +-- problem_id: v2p_c19_38535332155d3569 +-- realization_mode: agent +-- source_kind: agent +SELECT "category_id", SUM(CAST("views" AS NUMERIC)) AS total_measure +FROM "c19" +GROUP BY "category_id" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd6b3ed1141d4bb9d51e4b8ecd66fdf483d116be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/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 \"category_id\", SUM(CAST(\"views\" AS NUMERIC)) AS total_measure\nFROM \"c19\"\nGROUP BY \"category_id\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"category_id\\\", SUM(CAST(\\\"views\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"category_id\", \"total_measure\"], \"rows\": [{\"category_id\": \"10\", \"total_measure\": 40132892190}, {\"category_id\": \"24\", \"total_measure\": 20604388195}, {\"category_id\": \"1\", \"total_measure\": 7284156721}, {\"category_id\": \"23\", \"total_measure\": 5117426208}, {\"category_id\": \"22\", \"total_measure\": 4917191726}, {\"category_id\": \"17\", \"total_measure\": 4404456673}, {\"category_id\": \"26\", \"total_measure\": 4078545064}, {\"category_id\": \"28\", \"total_measure\": 3487756816}, {\"category_id\": \"20\", \"total_measure\": 2141218625}, {\"category_id\": \"25\", \"total_measure\": 1473765704}, {\"category_id\": \"27\", \"total_measure\": 1180629990}, {\"category_id\": \"15\", \"total_measure\": 764651989}, {\"category_id\": \"2\", \"total_measure\": 520690717}, {\"category_id\": \"19\", \"total_measure\": 343557084}, {\"category_id\": \"29\", \"total_measure\": 168941392}, {\"category_id\": \"43\", \"total_measure\": 51501058}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 47.91}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b1e7fdb9a77e4d6165be3ce509875534a7f63308 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "c19", + "started_at": "2026-05-19T15:28:29.017580+00:00", + "ended_at": "2026-05-19T15:28:42.189984+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c19_433e2075316c53cd", + "problem_id": "v2p_c19_38535332155d3569", + "dataset_id": "c19", + "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=category_id, measure_col=views.", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "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": 1237851.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=0" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_433e2075316c53cd.sql", + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_433e2075316c53cd", + "api_calls": 0, + "input_tokens": 17020, + "cached_input_tokens": 12032, + "output_tokens": 333, + "total_tokens": 17353, + "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": 13095.62, + "sql_execution_elapsed_ms_total": 47.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/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_d/c19/artifacts/v2q_c19_433e2075316c53cd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8479dfd40dc351cec175eedb9aefdd9821b42577 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:28:42.140524+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": 13095.62, "started_at": "2026-05-19T15:28:29.044039+00:00", "ended_at": "2026-05-19T15:28:42.139692+00:00", "prompt_metrics": {"chars": 16567, "bytes_utf8": 16575, "lines": 288, "estimated_tokens": null}, "response_metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17020, "cached_input_tokens": 12032, "output_tokens": 333, "reasoning_output_tokens": 234}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"category_id\\\", SUM(CAST(\\\"views\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the planned grouped numeric sum template with group_col=\\\"category_id\\\" and measure_col=\\\"views\\\". CAST is used because \\\"views\\\" is stored as TEXT in the schema snapshot.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ee96d055d86a83c8e9e2a40f4a1d32c9af6918dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_433e2075316c53cd", + "api_calls": 0, + "input_tokens": 17020, + "cached_input_tokens": 12032, + "output_tokens": 333, + "total_tokens": 17353, + "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": 13095.62, + "sql_execution_elapsed_ms_total": 47.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_433e2075316c53cd/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_d/c19/artifacts/v2q_c19_544ad82e7fdbad0c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_544ad82e7fdbad0c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7a5a0e19ec95c65d94e1b26c71aae3635671bc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_544ad82e7fdbad0c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=ratings_disabled, measure_col=dislikes. +Result preview: [{"ratings_disabled": "False", "group_value": 151978155.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_544ad82e7fdbad0c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_544ad82e7fdbad0c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..12f14e2866d4586849d6ac92f9f5bbb8b8270693 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_544ad82e7fdbad0c/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c19_544ad82e7fdbad0c +-- problem_id: v2p_c19_dee8b8791252e18d +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "ratings_disabled", SUM(CAST("dislikes" AS REAL)) AS group_value + FROM "c19" + GROUP BY "ratings_disabled" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."ratings_disabled", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_544ad82e7fdbad0c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_544ad82e7fdbad0c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5eb73665bd080a4dc6320538980bd3d418575680 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_544ad82e7fdbad0c/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_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"ratings_disabled\", SUM(CAST(\"dislikes\" AS REAL)) AS group_value\n FROM \"c19\"\n GROUP BY \"ratings_disabled\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"ratings_disabled\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"ratings_disabled\\\", SUM(CAST(\\\"dislikes\\\" AS REAL)) AS group_value\\n FROM \\\"c19\\\"\\n GROUP BY \\\"ratings_disabled\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"ratings_disabled\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\", \"columns\": [\"ratings_disabled\", \"group_value\"], \"rows\": [{\"ratings_disabled\": \"False\", \"group_value\": 151978155.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 56.59}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_544ad82e7fdbad0c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_544ad82e7fdbad0c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fc8906789ed4f6683278cbf0556b852bca6a27c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_544ad82e7fdbad0c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "c19", + "started_at": "2026-05-19T15:46:06.359960+00:00", + "ended_at": "2026-05-19T15:46:19.641331+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c19_544ad82e7fdbad0c", + "problem_id": "v2p_c19_dee8b8791252e18d", + "dataset_id": "c19", + "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=ratings_disabled, measure_col=dislikes.", + "bindings": { + "group_col": "ratings_disabled", + "measure_col": "dislikes", + "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": 1938.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_544ad82e7fdbad0c.sql", + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_544ad82e7fdbad0c", + "api_calls": 0, + "input_tokens": 17157, + "cached_input_tokens": 15744, + "output_tokens": 549, + "total_tokens": 17706, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13191.44, + "sql_execution_elapsed_ms_total": 56.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_544ad82e7fdbad0c/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_d/c19/artifacts/v2q_c19_544ad82e7fdbad0c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_544ad82e7fdbad0c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..534e8f00bfd6f319e52c724de5ccc0ff651f0b3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_544ad82e7fdbad0c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:19.582535+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": 13191.44, "started_at": "2026-05-19T15:46:06.390128+00:00", "ended_at": "2026-05-19T15:46:19.581605+00:00", "prompt_metrics": {"chars": 17133, "bytes_utf8": 17141, "lines": 288, "estimated_tokens": null}, "response_metrics": {"chars": 659, "bytes_utf8": 659, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17157, "cached_input_tokens": 15744, "output_tokens": 549, "reasoning_output_tokens": 381}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"ratings_disabled\\\", SUM(CAST(\\\"dislikes\\\" AS REAL)) AS group_value\\n FROM \\\"c19\\\"\\n GROUP BY \\\"ratings_disabled\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"ratings_disabled\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"ratings_disabled\\\" and measure_col=\\\"dislikes\\\". Cast \\\"dislikes\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_544ad82e7fdbad0c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_544ad82e7fdbad0c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c90f7512abc0d9bfa638e150ccd4fd082bfeada1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_544ad82e7fdbad0c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_544ad82e7fdbad0c", + "api_calls": 0, + "input_tokens": 17157, + "cached_input_tokens": 15744, + "output_tokens": 549, + "total_tokens": 17706, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13191.44, + "sql_execution_elapsed_ms_total": 56.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_544ad82e7fdbad0c/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_d/c19/artifacts/v2q_c19_5ad8cc3eab05da63/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad8cc3eab05da63/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0a7f99e296090795a43242e2f5648be7b3ab93dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad8cc3eab05da63/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "c19", + "started_at": "2026-05-19T16:05:57.860303+00:00", + "ended_at": "2026-05-19T16:06:05.608467+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c19_5ad8cc3eab05da63", + "problem_id": "v2p_c19_5ba70a230073a69f", + "dataset_id": "c19", + "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=category_id, measure_col=views.", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "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": 1237851.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad8cc3eab05da63/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad8cc3eab05da63/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a46fe291a6a08fb48a0ead47d0d355446ca9159b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_5ad8cc3eab05da63/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:01.074447+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3183.92, "started_at": "2026-05-19T16:05:57.889476+00:00", "ended_at": "2026-05-19T16:06:01.073431+00:00", "prompt_metrics": {"chars": 16651, "bytes_utf8": 16659, "lines": 288, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-9ef7-7e70-a0d9-772190a77d80\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:06:05.608378+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3531.77, "started_at": "2026-05-19T16:06:02.075807+00:00", "ended_at": "2026-05-19T16:06:05.607613+00:00", "prompt_metrics": {"chars": 16651, "bytes_utf8": 16659, "lines": 288, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-afce-7be1-943e-774cd20d7cff\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_66adb85da93935c7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_66adb85da93935c7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c5f0f446301dd30ab5ef3798b9ecf32531227b17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_66adb85da93935c7/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "c19", + "started_at": "2026-05-19T16:00:55.311431+00:00", + "ended_at": "2026-05-19T16:01:03.774791+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c19_66adb85da93935c7", + "problem_id": "v2p_c19_1c70d5672b2c443b", + "dataset_id": "c19", + "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=comments_disabled, condition_col=comments_disabled.", + "bindings": { + "group_col": "comments_disabled", + "condition_col": "comments_disabled", + "condition_value": "True", + "positive_value": "False", + "negative_value": "True", + "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": 55417.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_d/c19/artifacts/v2q_c19_66adb85da93935c7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_66adb85da93935c7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..444e1685bb260eb5440624bd1eee6d81afb586d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_66adb85da93935c7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:00:58.788859+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3447.46, "started_at": "2026-05-19T16:00:55.340654+00:00", "ended_at": "2026-05-19T16:00:58.788143+00:00", "prompt_metrics": {"chars": 16853, "bytes_utf8": 16861, "lines": 291, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-0128-7313-af28-4cf657f33dee\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:01:03.774670+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3982.63, "started_at": "2026-05-19T16:00:59.790923+00:00", "ended_at": "2026-05-19T16:01:03.773599+00:00", "prompt_metrics": {"chars": 16853, "bytes_utf8": 16861, "lines": 291, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-1296-7e53-a66f-366a771f1b6a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e68377526bfaeda/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e68377526bfaeda/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef137014264776b688fa66efdab963c0e421ed95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e68377526bfaeda/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=category_id, measure_col=views. +Result preview: [{"category_id": "29", "trending_date": "18.01.02", "total_measure": 24286474.0, "share_within_group": 14.375680058324605}, {"category_id": "29", "trending_date": "18.31.01", "total_measure": 23742391.0, "share_within_group": 14.05362576863342}, {"category_id": "29", "trending_date": "18.30.01", "total_measure": 23164093.0, "share_within_group": 13.711318893359183}, {"category_id": "29", "trending_date": "18.29.01", "total_measure": 22387656.0, "share_within_group": 13.251729333448372}, {"category_id": "29", "trending_date": "18.28.01", "total_measure": 21104436.0, "share_within_group": 12.492164146486965}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e68377526bfaeda/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e68377526bfaeda/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3a5755116da2bb89b8f69d384396b9ed2d1e557d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e68377526bfaeda/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c19_6e68377526bfaeda +-- problem_id: v2p_c19_2a558f129ffa909c +-- realization_mode: agent +-- source_kind: agent +SELECT + "category_id", + "trending_date", + SUM(CAST("views" AS REAL)) AS total_measure, + SUM(CAST("views" AS REAL)) * 100.0 / SUM(SUM(CAST("views" AS REAL))) OVER (PARTITION BY "category_id") AS share_within_group +FROM "c19" +GROUP BY "category_id", "trending_date" +ORDER BY share_within_group DESC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e68377526bfaeda/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e68377526bfaeda/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b866663a87129d63745c9b33f984c7608684b772 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e68377526bfaeda/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_tpcds_within_group_share\nSELECT\n \"category_id\",\n \"trending_date\",\n SUM(CAST(\"views\" AS REAL)) AS total_measure,\n SUM(CAST(\"views\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"views\" AS REAL))) OVER (PARTITION BY \"category_id\") AS share_within_group\nFROM \"c19\"\nGROUP BY \"category_id\", \"trending_date\"\nORDER BY share_within_group DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"category_id\\\",\\n \\\"trending_date\\\",\\n SUM(CAST(\\\"views\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"views\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"views\\\" AS REAL))) OVER (PARTITION BY \\\"category_id\\\") AS share_within_group\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\", \\\"trending_date\\\"\\nORDER BY share_within_group DESC\\nLIMIT 19;\", \"columns\": [\"category_id\", \"trending_date\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"category_id\": \"29\", \"trending_date\": \"18.01.02\", \"total_measure\": 24286474.0, \"share_within_group\": 14.375680058324605}, {\"category_id\": \"29\", \"trending_date\": \"18.31.01\", \"total_measure\": 23742391.0, \"share_within_group\": 14.05362576863342}, {\"category_id\": \"29\", \"trending_date\": \"18.30.01\", \"total_measure\": 23164093.0, \"share_within_group\": 13.711318893359183}, {\"category_id\": \"29\", \"trending_date\": \"18.29.01\", \"total_measure\": 22387656.0, \"share_within_group\": 13.251729333448372}, {\"category_id\": \"29\", \"trending_date\": \"18.28.01\", \"total_measure\": 21104436.0, \"share_within_group\": 12.492164146486965}, {\"category_id\": \"29\", \"trending_date\": \"18.27.01\", \"total_measure\": 19092511.0, \"share_within_group\": 11.301262984739703}, {\"category_id\": \"2\", \"trending_date\": \"18.12.02\", \"total_measure\": 54360524.0, \"share_within_group\": 10.44007934560508}, {\"category_id\": \"2\", \"trending_date\": \"18.11.02\", \"total_measure\": 53877840.0, \"share_within_group\": 10.34737863398475}, {\"category_id\": \"2\", \"trending_date\": \"18.10.02\", \"total_measure\": 53762636.0, \"share_within_group\": 10.325253407580915}, {\"category_id\": \"29\", \"trending_date\": \"18.26.01\", \"total_measure\": 15808339.0, \"share_within_group\": 9.357291787911869}, {\"category_id\": \"19\", \"trending_date\": \"18.11.02\", \"total_measure\": 26246588.0, \"share_within_group\": 7.639658508686143}, {\"category_id\": \"2\", \"trending_date\": \"18.13.02\", \"total_measure\": 38550807.0, \"share_within_group\": 7.403782272538575}, {\"category_id\": \"19\", \"trending_date\": \"18.10.02\", \"total_measure\": 22698654.0, \"share_within_group\": 6.606952689119925}, {\"category_id\": \"2\", \"trending_date\": \"18.08.02\", \"total_measure\": 31865037.0, \"share_within_group\": 6.1197628380227105}, {\"category_id\": \"2\", \"trending_date\": \"18.09.02\", \"total_measure\": 29108887.0, \"share_within_group\": 5.590437096269569}, {\"category_id\": \"19\", \"trending_date\": \"18.09.02\", \"total_measure\": 19135265.0, \"share_within_group\": 5.569748344935888}, {\"category_id\": \"2\", \"trending_date\": \"18.07.02\", \"total_measure\": 25850967.0, \"share_within_group\": 4.964745127192272}, {\"category_id\": \"29\", \"trending_date\": \"18.25.01\", \"total_measure\": 8041970.0, \"share_within_group\": 4.7602129382241625}, {\"category_id\": \"19\", \"trending_date\": \"18.08.02\", \"total_measure\": 14281743.0, \"share_within_group\": 4.157021835707512}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 65.75}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e68377526bfaeda/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e68377526bfaeda/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..58148dff4b67b364958512b6f1e7ee22b5767a18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e68377526bfaeda/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "c19", + "started_at": "2026-05-19T15:34:07.672789+00:00", + "ended_at": "2026-05-19T15:34:22.259086+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c19_6e68377526bfaeda", + "problem_id": "v2p_c19_2a558f129ffa909c", + "dataset_id": "c19", + "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=category_id, measure_col=views.", + "bindings": { + "group_col": "category_id", + "measure_col": "views", + "item_col": "trending_date", + "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": 1237851.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_6e68377526bfaeda.sql", + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_6e68377526bfaeda", + "api_calls": 0, + "input_tokens": 17139, + "cached_input_tokens": 12032, + "output_tokens": 446, + "total_tokens": 17585, + "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": 14490.24, + "sql_execution_elapsed_ms_total": 65.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e68377526bfaeda/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_d/c19/artifacts/v2q_c19_6e68377526bfaeda/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e68377526bfaeda/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06fb32ac2c7c1787fb4d05d8fdb7994abd70b8ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e68377526bfaeda/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:22.191767+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": 14490.24, "started_at": "2026-05-19T15:34:07.700515+00:00", "ended_at": "2026-05-19T15:34:22.190791+00:00", "prompt_metrics": {"chars": 16978, "bytes_utf8": 16986, "lines": 290, "estimated_tokens": null}, "response_metrics": {"chars": 641, "bytes_utf8": 641, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17139, "cached_input_tokens": 12032, "output_tokens": 446, "reasoning_output_tokens": 266}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"category_id\\\",\\n \\\"trending_date\\\",\\n SUM(CAST(\\\"views\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"views\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"views\\\" AS REAL))) OVER (PARTITION BY \\\"category_id\\\") AS share_within_group\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\", \\\"trending_date\\\"\\nORDER BY share_within_group DESC\\nLIMIT 19;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"category_id\\\", item_col=\\\"trending_date\\\", and measure_col=\\\"views\\\". Cast \\\"views\\\" from TEXT to REAL for numeric aggregation, and used LIMIT 19 from the provided binding.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e68377526bfaeda/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e68377526bfaeda/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f70381b90256465a258336aea41ec83ccca6e2f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e68377526bfaeda/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_6e68377526bfaeda", + "api_calls": 0, + "input_tokens": 17139, + "cached_input_tokens": 12032, + "output_tokens": 446, + "total_tokens": 17585, + "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": 14490.24, + "sql_execution_elapsed_ms_total": 65.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_6e68377526bfaeda/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_d/c19/artifacts/v2q_c19_b58ba0153e9976dd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b58ba0153e9976dd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5805b9142d1bb01480059c19454d3dfbff8f30de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b58ba0153e9976dd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=comments_disabled, measure_col=likes. +Result preview: [{"comments_disabled": "False", "percentile_measure": 312290.75}, {"comments_disabled": "True", "percentile_measure": 93599.2}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b58ba0153e9976dd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b58ba0153e9976dd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e26ef49db943a1ca1a939b36ff404096cbc8635 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b58ba0153e9976dd/generated_sql.sql @@ -0,0 +1,68 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c19_b58ba0153e9976dd +-- problem_id: v2p_c19_3b966530dfe971b0 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "comments_disabled" AS "group_col", + CAST(NULLIF("likes", '') AS REAL) AS "measure" + FROM "c19" + WHERE "comments_disabled" IS NOT NULL + AND NULLIF("likes", '') IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "base" +), +"params" AS ( + SELECT DISTINCT + "group_col", + "cnt", + (1 + 0.95 * ("cnt" - 1)) AS "pos", + CAST((1 + 0.95 * ("cnt" - 1)) AS INTEGER) AS "lower_rn", + CASE + WHEN (1 + 0.95 * ("cnt" - 1)) = CAST((1 + 0.95 * ("cnt" - 1)) AS INTEGER) + THEN CAST((1 + 0.95 * ("cnt" - 1)) AS INTEGER) + ELSE CAST((1 + 0.95 * ("cnt" - 1)) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ranked" + WHERE "cnt" >= 5 +), +"percentile_points" AS ( + SELECT + p."group_col", + p."pos", + p."lower_rn", + p."upper_rn", + MAX(CASE WHEN r."rn" = p."lower_rn" THEN r."measure" END) AS "lower_val", + MAX(CASE WHEN r."rn" = p."upper_rn" THEN r."measure" END) AS "upper_val" + FROM "params" AS p + JOIN "ranked" AS r + ON r."group_col" = p."group_col" + GROUP BY + p."group_col", + p."pos", + p."lower_rn", + p."upper_rn" +) +SELECT + "group_col" AS "comments_disabled", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_val" + ELSE "lower_val" + ("pos" - "lower_rn") * ("upper_val" - "lower_val") + END AS "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b58ba0153e9976dd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b58ba0153e9976dd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22ef0f3a5bdbf0de2d4eb0d3c295a11e1fa0434b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b58ba0153e9976dd/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_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"comments_disabled\" AS \"group_col\",\n CAST(NULLIF(\"likes\", '') AS REAL) AS \"measure\"\n FROM \"c19\"\n WHERE \"comments_disabled\" IS NOT NULL\n AND NULLIF(\"likes\", '') IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"base\"\n),\n\"params\" AS (\n SELECT DISTINCT\n \"group_col\",\n \"cnt\",\n (1 + 0.95 * (\"cnt\" - 1)) AS \"pos\",\n CAST((1 + 0.95 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1 + 0.95 * (\"cnt\" - 1)) = CAST((1 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n THEN CAST((1 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n ELSE CAST((1 + 0.95 * (\"cnt\" - 1)) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n WHERE \"cnt\" >= 5\n),\n\"percentile_points\" AS (\n SELECT\n p.\"group_col\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN r.\"rn\" = p.\"lower_rn\" THEN r.\"measure\" END) AS \"lower_val\",\n MAX(CASE WHEN r.\"rn\" = p.\"upper_rn\" THEN r.\"measure\" END) AS \"upper_val\"\n FROM \"params\" AS p\n JOIN \"ranked\" AS r\n ON r.\"group_col\" = p.\"group_col\"\n GROUP BY\n p.\"group_col\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\"\n)\nSELECT\n \"group_col\" AS \"comments_disabled\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n ELSE \"lower_val\" + (\"pos\" - \"lower_rn\") * (\"upper_val\" - \"lower_val\")\n END AS \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"comments_disabled\\\" AS \\\"group_col\\\",\\n CAST(NULLIF(\\\"likes\\\", '') AS REAL) AS \\\"measure\\\"\\n FROM \\\"c19\\\"\\n WHERE \\\"comments_disabled\\\" IS NOT NULL\\n AND NULLIF(\\\"likes\\\", '') IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"params\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n \\\"cnt\\\",\\n (1 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST((1 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1 + 0.95 * (\\\"cnt\\\" - 1)) = CAST((1 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST((1 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n ELSE CAST((1 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n p.\\\"group_col\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN r.\\\"measure\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN r.\\\"measure\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"params\\\" AS p\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"group_col\\\" = p.\\\"group_col\\\"\\n GROUP BY\\n p.\\\"group_col\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"comments_disabled\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + (\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_val\\\" - \\\"lower_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"comments_disabled\", \"percentile_measure\"], \"rows\": [{\"comments_disabled\": \"False\", \"percentile_measure\": 312290.75}, {\"comments_disabled\": \"True\", \"percentile_measure\": 93599.2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 200.55}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b58ba0153e9976dd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b58ba0153e9976dd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8ac0d716e09683fbe51a80938c32e58ab3b27e22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b58ba0153e9976dd/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "c19", + "started_at": "2026-05-19T15:50:51.673766+00:00", + "ended_at": "2026-05-19T15:51:29.834304+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c19_b58ba0153e9976dd", + "problem_id": "v2p_c19_3b966530dfe971b0", + "dataset_id": "c19", + "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=comments_disabled, measure_col=likes.", + "bindings": { + "group_col": "comments_disabled", + "measure_col": "likes", + "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": 35754.76, + "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=2", + "sql_variant_index=2/2", + "binding_index=85" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_b58ba0153e9976dd.sql", + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_b58ba0153e9976dd", + "api_calls": 0, + "input_tokens": 17057, + "cached_input_tokens": 15744, + "output_tokens": 2529, + "total_tokens": 19586, + "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": 37931.23, + "sql_execution_elapsed_ms_total": 200.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b58ba0153e9976dd/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_d/c19/artifacts/v2q_c19_b58ba0153e9976dd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b58ba0153e9976dd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d230550308c6ea5d309cb06f5ff01187f4bec5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b58ba0153e9976dd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:51:29.632077+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": 37931.23, "started_at": "2026-05-19T15:50:51.699951+00:00", "ended_at": "2026-05-19T15:51:29.631210+00:00", "prompt_metrics": {"chars": 16758, "bytes_utf8": 16766, "lines": 288, "estimated_tokens": null}, "response_metrics": {"chars": 2076, "bytes_utf8": 2076, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17057, "cached_input_tokens": 15744, "output_tokens": 2529, "reasoning_output_tokens": 1858}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"comments_disabled\\\" AS \\\"group_col\\\",\\n CAST(NULLIF(\\\"likes\\\", '') AS REAL) AS \\\"measure\\\"\\n FROM \\\"c19\\\"\\n WHERE \\\"comments_disabled\\\" IS NOT NULL\\n AND NULLIF(\\\"likes\\\", '') IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"params\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n \\\"cnt\\\",\\n (1 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST((1 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1 + 0.95 * (\\\"cnt\\\" - 1)) = CAST((1 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST((1 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n ELSE CAST((1 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"percentile_poin"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b58ba0153e9976dd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b58ba0153e9976dd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5a1d0f5703eb02059224cc450768d24b8449122c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b58ba0153e9976dd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_b58ba0153e9976dd", + "api_calls": 0, + "input_tokens": 17057, + "cached_input_tokens": 15744, + "output_tokens": 2529, + "total_tokens": 19586, + "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": 37931.23, + "sql_execution_elapsed_ms_total": 200.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_b58ba0153e9976dd/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_d/c19/artifacts/v2q_c19_c93019f52036ff79/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c93019f52036ff79/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9184d014790e718554e9d451ca54f86873e442b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c93019f52036ff79/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ratings_disabled. +Result preview: [{"ratings_disabled": "True", "support": 169}, {"ratings_disabled": "False", "support": 40780}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c93019f52036ff79/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c93019f52036ff79/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..607dd1492746b7b72602c31c5487567b1b1510ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c93019f52036ff79/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c19_c93019f52036ff79 +-- problem_id: v2p_c19_7d5a9c6e4f107c0c +-- realization_mode: agent +-- source_kind: agent +SELECT + "ratings_disabled", + COUNT(*) AS support +FROM "c19" +GROUP BY "ratings_disabled" +ORDER BY support ASC, "ratings_disabled" +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c93019f52036ff79/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c93019f52036ff79/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f74f99b09ef5fa1c8b5c2cf3c7cebd6f4de8b86b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c93019f52036ff79/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_tail_low_support_group_count_v2\nSELECT\n \"ratings_disabled\",\n COUNT(*) AS support\nFROM \"c19\"\nGROUP BY \"ratings_disabled\"\nORDER BY support ASC, \"ratings_disabled\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"ratings_disabled\\\",\\n COUNT(*) AS support\\nFROM \\\"c19\\\"\\nGROUP BY \\\"ratings_disabled\\\"\\nORDER BY support ASC, \\\"ratings_disabled\\\"\\nLIMIT 11;\", \"columns\": [\"ratings_disabled\", \"support\"], \"rows\": [{\"ratings_disabled\": \"True\", \"support\": 169}, {\"ratings_disabled\": \"False\", \"support\": 40780}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 43.45}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c93019f52036ff79/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c93019f52036ff79/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4dd4155e396f53169c32ff50aa0f985f257a3505 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c93019f52036ff79/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "c19", + "started_at": "2026-05-19T16:05:21.929135+00:00", + "ended_at": "2026-05-19T16:05:33.169506+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c19_c93019f52036ff79", + "problem_id": "v2p_c19_7d5a9c6e4f107c0c", + "dataset_id": "c19", + "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=ratings_disabled.", + "bindings": { + "group_col": "ratings_disabled", + "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": 1938.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_c93019f52036ff79.sql", + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_c93019f52036ff79", + "api_calls": 0, + "input_tokens": 17032, + "cached_input_tokens": 15744, + "output_tokens": 206, + "total_tokens": 17238, + "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": 10161.1, + "sql_execution_elapsed_ms_total": 43.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c93019f52036ff79/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_d/c19/artifacts/v2q_c19_c93019f52036ff79/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c93019f52036ff79/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..659b45ab1c63eff4dd2a72d328306ad65d0a1e54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c93019f52036ff79/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:05:25.182169+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3221.81, "started_at": "2026-05-19T16:05:21.959471+00:00", "ended_at": "2026-05-19T16:05:25.181317+00:00", "prompt_metrics": {"chars": 16568, "bytes_utf8": 16576, "lines": 286, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-12cd-71c2-a055-73722c84526d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:05:33.124535+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": 6939.29, "started_at": "2026-05-19T16:05:26.184333+00:00", "ended_at": "2026-05-19T16:05:33.123670+00:00", "prompt_metrics": {"chars": 16568, "bytes_utf8": 16576, "lines": 286, "estimated_tokens": null}, "response_metrics": {"chars": 339, "bytes_utf8": 339, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17032, "cached_input_tokens": 15744, "output_tokens": 206, "reasoning_output_tokens": 114}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"ratings_disabled\\\",\\n COUNT(*) AS support\\nFROM \\\"c19\\\"\\nGROUP BY \\\"ratings_disabled\\\"\\nORDER BY support ASC, \\\"ratings_disabled\\\"\\nLIMIT 11;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"ratings_disabled\\\" and top_k set to 11.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c93019f52036ff79/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c93019f52036ff79/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..346ae8d5f857c905e3600a906d2e6955db492705 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c93019f52036ff79/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_c93019f52036ff79", + "api_calls": 0, + "input_tokens": 17032, + "cached_input_tokens": 15744, + "output_tokens": 206, + "total_tokens": 17238, + "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": 10161.1, + "sql_execution_elapsed_ms_total": 43.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_c93019f52036ff79/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_d/c19/artifacts/v2q_c19_d4ea80bfbca4fe98/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d4ea80bfbca4fe98/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..234c03924b806bb772e6119b9cd8dcaa1a3c3e62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d4ea80bfbca4fe98/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=category_id, condition_col=category_id. +Result preview: [{"category_id": "10", "condition_rate": 1.0}, {"category_id": "43", "condition_rate": 0.0}, {"category_id": "29", "condition_rate": 0.0}, {"category_id": "28", "condition_rate": 0.0}, {"category_id": "27", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d4ea80bfbca4fe98/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d4ea80bfbca4fe98/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..31a4f799a0f0e38536a20ec6f8706bbbe759e807 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d4ea80bfbca4fe98/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c19_d4ea80bfbca4fe98 +-- problem_id: v2p_c19_829820fe081e3a3c +-- realization_mode: agent +-- source_kind: agent +SELECT "category_id", + AVG(CASE WHEN "category_id" = '10' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c19" +GROUP BY "category_id" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d4ea80bfbca4fe98/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d4ea80bfbca4fe98/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a34cb4430f6b56fb4d3d529e810e9314e142b38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d4ea80bfbca4fe98/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"category_id\",\n AVG(CASE WHEN \"category_id\" = '10' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c19\"\nGROUP BY \"category_id\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"category_id\\\",\\n AVG(CASE WHEN \\\"category_id\\\" = '10' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"category_id\", \"condition_rate\"], \"rows\": [{\"category_id\": \"10\", \"condition_rate\": 1.0}, {\"category_id\": \"43\", \"condition_rate\": 0.0}, {\"category_id\": \"29\", \"condition_rate\": 0.0}, {\"category_id\": \"28\", \"condition_rate\": 0.0}, {\"category_id\": \"27\", \"condition_rate\": 0.0}, {\"category_id\": \"26\", \"condition_rate\": 0.0}, {\"category_id\": \"25\", \"condition_rate\": 0.0}, {\"category_id\": \"24\", \"condition_rate\": 0.0}, {\"category_id\": \"23\", \"condition_rate\": 0.0}, {\"category_id\": \"22\", \"condition_rate\": 0.0}, {\"category_id\": \"20\", \"condition_rate\": 0.0}, {\"category_id\": \"2\", \"condition_rate\": 0.0}, {\"category_id\": \"19\", \"condition_rate\": 0.0}, {\"category_id\": \"17\", \"condition_rate\": 0.0}, {\"category_id\": \"15\", \"condition_rate\": 0.0}, {\"category_id\": \"1\", \"condition_rate\": 0.0}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 48.26}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d4ea80bfbca4fe98/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d4ea80bfbca4fe98/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f471058414693d18b4c1bdbc6a6d565316264851 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d4ea80bfbca4fe98/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "c19", + "started_at": "2026-05-19T16:00:39.141527+00:00", + "ended_at": "2026-05-19T16:00:48.282232+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c19_d4ea80bfbca4fe98", + "problem_id": "v2p_c19_829820fe081e3a3c", + "dataset_id": "c19", + "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=category_id, condition_col=category_id.", + "bindings": { + "group_col": "category_id", + "condition_col": "category_id", + "condition_value": "10", + "positive_value": "24", + "negative_value": "10", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d4ea80bfbca4fe98.sql", + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_d4ea80bfbca4fe98", + "api_calls": 0, + "input_tokens": 17083, + "cached_input_tokens": 12032, + "output_tokens": 330, + "total_tokens": 17413, + "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": 9056.44, + "sql_execution_elapsed_ms_total": 48.26, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d4ea80bfbca4fe98/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_d/c19/artifacts/v2q_c19_d4ea80bfbca4fe98/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d4ea80bfbca4fe98/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cbac08123a3275051c21770b0171ef3ebad0b45e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d4ea80bfbca4fe98/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:00:48.232505+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": 9056.44, "started_at": "2026-05-19T16:00:39.175210+00:00", "ended_at": "2026-05-19T16:00:48.231680+00:00", "prompt_metrics": {"chars": 16828, "bytes_utf8": 16836, "lines": 291, "estimated_tokens": null}, "response_metrics": {"chars": 530, "bytes_utf8": 530, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17083, "cached_input_tokens": 12032, "output_tokens": 330, "reasoning_output_tokens": 192}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"category_id\\\",\\n AVG(CASE WHEN \\\"category_id\\\" = '10' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the requested Grouped Condition Rate template with group_col and condition_col both bound to \\\"category_id\\\" and condition_value fixed to '10'. Because the grouping column and condition column are the same, the rate is 1 for group '10' and 0 for all other category_id groups.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d4ea80bfbca4fe98/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d4ea80bfbca4fe98/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..44dd459d406405880d6e4fd9264cb4f9acddc92b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d4ea80bfbca4fe98/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_d4ea80bfbca4fe98", + "api_calls": 0, + "input_tokens": 17083, + "cached_input_tokens": 12032, + "output_tokens": 330, + "total_tokens": 17413, + "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": 9056.44, + "sql_execution_elapsed_ms_total": 48.26, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_d4ea80bfbca4fe98/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_d/c19/artifacts/v2q_c19_ea7bec3824462fc0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea7bec3824462fc0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2f05580518608c0588494b2f249018619a1ad64f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea7bec3824462fc0/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "c19", + "started_at": "2026-05-19T16:01:20.792945+00:00", + "ended_at": "2026-05-19T16:01:28.303165+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c19_ea7bec3824462fc0", + "problem_id": "v2p_c19_1d405f8042d25669", + "dataset_id": "c19", + "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=video_error_or_removed, condition_col=video_error_or_removed.", + "bindings": { + "group_col": "video_error_or_removed", + "condition_col": "video_error_or_removed", + "condition_value": "False", + "positive_value": "False", + "negative_value": "True", + "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": 5755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_d/c19/artifacts/v2q_c19_ea7bec3824462fc0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea7bec3824462fc0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e39b8cb9030f26ffce471be895ff9a78542a947 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_ea7bec3824462fc0/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:01:23.836297+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3014.38, "started_at": "2026-05-19T16:01:20.821073+00:00", "ended_at": "2026-05-19T16:01:23.835480+00:00", "prompt_metrics": {"chars": 16866, "bytes_utf8": 16874, "lines": 291, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-64c3-7583-ac15-b0f6d0c86bd4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:01:28.303077+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3464.19, "started_at": "2026-05-19T16:01:24.838113+00:00", "ended_at": "2026-05-19T16:01:28.302347+00:00", "prompt_metrics": {"chars": 16866, "bytes_utf8": 16874, "lines": 291, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-7492-7371-8072-8c7b4ea9a3fe\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..234c03924b806bb772e6119b9cd8dcaa1a3c3e62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=category_id, condition_col=category_id. +Result preview: [{"category_id": "10", "condition_rate": 1.0}, {"category_id": "43", "condition_rate": 0.0}, {"category_id": "29", "condition_rate": 0.0}, {"category_id": "28", "condition_rate": 0.0}, {"category_id": "27", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..835bfe3395d556b8de9b85d6659f0fe659e3decc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"category_id\",\n AVG(CASE WHEN \"category_id\" = '10' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c19\"\nGROUP BY \"category_id\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"category_id\\\",\\n AVG(CASE WHEN \\\"category_id\\\" = '10' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c19\\\"\\nGROUP BY \\\"category_id\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"category_id\", \"condition_rate\"], \"rows\": [{\"category_id\": \"10\", \"condition_rate\": 1.0}, {\"category_id\": \"43\", \"condition_rate\": 0.0}, {\"category_id\": \"29\", \"condition_rate\": 0.0}, {\"category_id\": \"28\", \"condition_rate\": 0.0}, {\"category_id\": \"27\", \"condition_rate\": 0.0}, {\"category_id\": \"26\", \"condition_rate\": 0.0}, {\"category_id\": \"25\", \"condition_rate\": 0.0}, {\"category_id\": \"24\", \"condition_rate\": 0.0}, {\"category_id\": \"23\", \"condition_rate\": 0.0}, {\"category_id\": \"22\", \"condition_rate\": 0.0}, {\"category_id\": \"20\", \"condition_rate\": 0.0}, {\"category_id\": \"2\", \"condition_rate\": 0.0}, {\"category_id\": \"19\", \"condition_rate\": 0.0}, {\"category_id\": \"17\", \"condition_rate\": 0.0}, {\"category_id\": \"15\", \"condition_rate\": 0.0}, {\"category_id\": \"1\", \"condition_rate\": 0.0}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 43.63}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f542c79ca138ab50c4603e8aaf4a8f8977b6a74f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_d", + "dataset_id": "c19", + "started_at": "2026-05-19T15:59:25.134023+00:00", + "ended_at": "2026-05-19T15:59:35.090722+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c19_f66908c927c86c87", + "problem_id": "v2p_c19_8ed53f7a23574501", + "dataset_id": "c19", + "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=category_id, condition_col=category_id.", + "bindings": { + "group_col": "category_id", + "condition_col": "category_id", + "condition_value": "10", + "positive_value": "24", + "negative_value": "10", + "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": 1823157.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f66908c927c86c87.sql", + "usage_summary": { + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_f66908c927c86c87", + "api_calls": 0, + "input_tokens": 17083, + "cached_input_tokens": 15744, + "output_tokens": 388, + "total_tokens": 17471, + "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": 9884.05, + "sql_execution_elapsed_ms_total": 43.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/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_d/c19/artifacts/v2q_c19_f66908c927c86c87/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b11ee73eaa5fe91ab70c9338dd1c36e77054d9db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c19", + "model": "v2-cli:codex", + "run_id": "v2q_c19_f66908c927c86c87", + "api_calls": 0, + "input_tokens": 17083, + "cached_input_tokens": 15744, + "output_tokens": 388, + "total_tokens": 17471, + "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": 9884.05, + "sql_execution_elapsed_ms_total": 43.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/c19/artifacts/v2q_c19_f66908c927c86c87/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_d/c19/sql/v2q_c19_0101ea7639439717.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_0101ea7639439717.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ad416edd79bfb25dc85b301b183fdbb7ac60f85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_0101ea7639439717.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_0101ea7639439717 +-- problem_id: v2p_c19_9aad01fbbbe1929f +-- realization_mode: agent +-- source_kind: agent +SELECT "category_id", SUM(CAST("views" AS NUMERIC)) AS total_measure +FROM "c19" +GROUP BY "category_id" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_012179ca0858d5c4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_012179ca0858d5c4.sql new file mode 100644 index 0000000000000000000000000000000000000000..9fa74806d848b36450ea06271da168797b4af6b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_012179ca0858d5c4.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_012179ca0858d5c4 +-- problem_id: v2p_c19_ff747a638912ec9a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "category_id" AS value_label, COUNT(*) AS support + FROM "c19" + GROUP BY "category_id" +), 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_d/c19/sql/v2q_c19_02fdecb9d0e95601.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_02fdecb9d0e95601.sql new file mode 100644 index 0000000000000000000000000000000000000000..2ca6a0b08eac9a0512fe7ea9f32427a5438f0a8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_02fdecb9d0e95601.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_02fdecb9d0e95601 +-- problem_id: v2p_c19_25135705356dd359 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "category_id" AS value_label, COUNT(*) AS support + FROM "c19" + GROUP BY "category_id" +) +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_d/c19/sql/v2q_c19_059f45358b4402af.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_059f45358b4402af.sql new file mode 100644 index 0000000000000000000000000000000000000000..919c6d19e979f92e73652adedaf3b08ac4b6cae4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_059f45358b4402af.sql @@ -0,0 +1,66 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c19_059f45358b4402af +-- problem_id: v2p_c19_019ffc94a5e79593 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "category_id", + CAST("views" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "category_id" + ORDER BY CAST("views" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "category_id" + ) AS "cnt" + FROM "c19" + WHERE "category_id" IS NOT NULL + AND TRIM("category_id") <> '' + AND "views" IS NOT NULL + AND TRIM("views") <> '' +), +"positions" AS ( + SELECT DISTINCT + "category_id", + 9 * ("cnt" - 1) AS "idx_num" + FROM "ordered" +), +"bounds" AS ( + SELECT + "category_id", + 1 + CAST("idx_num" / 10 AS INTEGER) AS "lo_rn", + 1 + CAST("idx_num" / 10 AS INTEGER) + CASE + WHEN ("idx_num" % 10) = 0 THEN 0 + ELSE 1 + END AS "hi_rn", + ("idx_num" % 10) / 10.0 AS "weight" + FROM "positions" +), +"picked" AS ( + SELECT + b."category_id", + b."weight", + lo."measure_value" AS "lo_val", + hi."measure_value" AS "hi_val" + FROM "bounds" AS b + JOIN "ordered" AS lo + ON lo."category_id" = b."category_id" + AND lo."rn" = b."lo_rn" + JOIN "ordered" AS hi + ON hi."category_id" = b."category_id" + AND hi."rn" = b."hi_rn" +) +SELECT + "category_id", + "lo_val" + "weight" * ("hi_val" - "lo_val") AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_05a5f607b8bb0aa4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_05a5f607b8bb0aa4.sql new file mode 100644 index 0000000000000000000000000000000000000000..2376f0be321e5115f8d89df25cf9578ab4b4df4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_05a5f607b8bb0aa4.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c19_05a5f607b8bb0aa4 +-- problem_id: v2p_c19_c589dbe278a6474c +-- realization_mode: agent +-- source_kind: agent +SELECT "comments_disabled", "video_error_or_removed", COUNT(*) AS "row_count" +FROM "c19" +WHERE "publish_time" = '2018-05-11T04:00:34.000Z' +GROUP BY "comments_disabled", "video_error_or_removed" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_0640f5b0f3cbd6ff.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_0640f5b0f3cbd6ff.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a165eb2df17762bcff2180717a92e5f1022ffb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_0640f5b0f3cbd6ff.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c19_0640f5b0f3cbd6ff +-- problem_id: v2p_c19_2999294bd166e011 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "category_id", + SUM(CASE WHEN "category_id" = '24' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "category_id" = '10' THEN 1 ELSE 0 END) AS denominator_count + FROM "c19" + GROUP BY "category_id" +) +SELECT "category_id", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_0d88ead3ccf0dd34.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_0d88ead3ccf0dd34.sql new file mode 100644 index 0000000000000000000000000000000000000000..235f278502759bc5400b3549a4e00c697f458d28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_0d88ead3ccf0dd34.sql @@ -0,0 +1,61 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c19_0d88ead3ccf0dd34 +-- problem_id: v2p_c19_04afab2c05b0fda0 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "video_error_or_removed" AS "group_col", + CAST("comment_count" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "video_error_or_removed" + ORDER BY CAST("comment_count" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "video_error_or_removed") AS "cnt" + FROM "c19" + WHERE "video_error_or_removed" IS NOT NULL + AND "comment_count" IS NOT NULL + AND TRIM("comment_count") <> '' +), +"positions" AS ( + SELECT + "group_col", + "measure", + "rn", + "cnt", + (1.0 + 0.95 * ("cnt" - 1)) AS "pos", + CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER) AS "lo", + CASE + WHEN (1.0 + 0.95 * ("cnt" - 1)) = CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER) + THEN CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER) + ELSE CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER) + 1 + END AS "hi" + FROM "ordered" +), +"percentiles" AS ( + SELECT + "group_col", + MAX("pos") AS "pos", + MAX("lo") AS "lo", + MAX("hi") AS "hi", + MAX(CASE WHEN "rn" = "lo" THEN "measure" END) AS "lo_val", + MAX(CASE WHEN "rn" = "hi" THEN "measure" END) AS "hi_val" + FROM "positions" + GROUP BY "group_col" +) +SELECT + "group_col" AS "video_error_or_removed", + CASE + WHEN "lo" = "hi" THEN "lo_val" + ELSE "lo_val" + ("pos" - "lo") * ("hi_val" - "lo_val") + END AS "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_0e5cf647775e3a7c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_0e5cf647775e3a7c.sql new file mode 100644 index 0000000000000000000000000000000000000000..0a996426b81d7c5ea239178211b1e01a0b7a3dcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_0e5cf647775e3a7c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c19_0e5cf647775e3a7c +-- problem_id: v2p_c19_26a3cc52194466ac +-- realization_mode: agent +-- source_kind: agent +SELECT "category_id", COUNT(*) AS "row_count" +FROM "c19" +GROUP BY "category_id" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_107e6cef0a8f238a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_107e6cef0a8f238a.sql new file mode 100644 index 0000000000000000000000000000000000000000..2daa2af5f9765ed870e901489e47d9507b203d30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_107e6cef0a8f238a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c19_107e6cef0a8f238a +-- problem_id: v2p_c19_af71faef3779a026 +-- realization_mode: agent +-- source_kind: agent +SELECT "category_id", "comment_count", + SUM(CAST("views" AS REAL)) AS total_measure, + SUM(CAST("views" AS REAL)) * 100.0 / SUM(SUM(CAST("views" AS REAL))) OVER (PARTITION BY "category_id") AS share_within_group +FROM "c19" +GROUP BY "category_id", "comment_count" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_10b13a78cbd63bbb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_10b13a78cbd63bbb.sql new file mode 100644 index 0000000000000000000000000000000000000000..424152346f9b0565627fa87b736e1ec4eee8c225 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_10b13a78cbd63bbb.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_10b13a78cbd63bbb +-- problem_id: v2p_c19_46f5072c060b2006 +-- realization_mode: agent +-- source_kind: agent +SELECT "ratings_disabled", SUM(CAST("dislikes" AS NUMERIC)) AS total_measure +FROM "c19" +GROUP BY "ratings_disabled" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_10fafe1edf4b39d8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_10fafe1edf4b39d8.sql new file mode 100644 index 0000000000000000000000000000000000000000..500cec31ad879f80449edeea3378bd392a5d914c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_10fafe1edf4b39d8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c19_10fafe1edf4b39d8 +-- problem_id: v2p_c19_ee740c1fc2d029ba +-- realization_mode: agent +-- source_kind: agent +SELECT "category_id", + AVG(CASE WHEN "category_id" = '24' THEN 1 ELSE 0 END) AS condition_rate +FROM "c19" +GROUP BY "category_id" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_122204ea317ea83a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_122204ea317ea83a.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd264049b835682e176cef7d4bc29c479e91cfc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_122204ea317ea83a.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c19_122204ea317ea83a +-- problem_id: v2p_c19_06e430a6818cf24c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "comments_disabled", + CAST("likes" AS REAL) AS "likes_value", + ROW_NUMBER() OVER ( + PARTITION BY "comments_disabled" + ORDER BY CAST("likes" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "comments_disabled" + ) AS "cnt" + FROM "c19" + WHERE "comments_disabled" IS NOT NULL + AND NULLIF("likes", '') IS NOT NULL +), +"percentile_points" AS ( + SELECT + "comments_disabled", + "likes_value", + "cnt", + CAST((0.9 * "cnt") + 0.999999999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "comments_disabled", + MIN("likes_value") AS "percentile_measure" +FROM "percentile_points" +WHERE "rn" >= "target_rn" +GROUP BY "comments_disabled" +HAVING MAX("cnt") >= 5 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_12289db2d466856a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_12289db2d466856a.sql new file mode 100644 index 0000000000000000000000000000000000000000..489e4d8b8ba97e78693e387ccbfb88a02214eaa0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_12289db2d466856a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c19_12289db2d466856a +-- problem_id: v2p_c19_675a5d7ae91e5396 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ratings_disabled", + "likes", + SUM(CAST("dislikes" AS REAL)) AS total_measure, + SUM(CAST("dislikes" AS REAL)) * 100.0 / SUM(SUM(CAST("dislikes" AS REAL))) OVER (PARTITION BY "ratings_disabled") AS share_within_group +FROM "c19" +GROUP BY "ratings_disabled", "likes" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_126183ef94f1fd8b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_126183ef94f1fd8b.sql new file mode 100644 index 0000000000000000000000000000000000000000..8cab83570d67944d9c2ec3216dc7c20a9df6d995 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_126183ef94f1fd8b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c19_126183ef94f1fd8b +-- problem_id: v2p_c19_c25042e9e1e0b59e +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "video_error_or_removed", + AVG(CAST("comment_count" AS REAL)) OVER (PARTITION BY "video_error_or_removed") AS "avg_measure" +FROM "c19" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_150e06d1ec608134.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_150e06d1ec608134.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee5bd519d47a04c1809cec556c1492bc7645134c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_150e06d1ec608134.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c19_150e06d1ec608134 +-- problem_id: v2p_c19_c306913323afd2f8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "comments_disabled", + COUNT(*) AS support +FROM "c19" +GROUP BY "comments_disabled" +ORDER BY support ASC, "comments_disabled" +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_192778257af368e0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_192778257af368e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..dfb4e9fc6c9017a9c6b90cb1db1a4b702af64a35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_192778257af368e0.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c19_192778257af368e0 +-- problem_id: v2p_c19_2a4933c4d9c523ef +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "category_id", SUM(CAST("views" AS REAL)) AS "group_value" + FROM "c19" + GROUP BY "category_id" +), total AS ( + SELECT SUM("group_value") AS "total_value" + FROM grouped +) +SELECT g."category_id", g."group_value" +FROM grouped AS g +CROSS JOIN total AS t +WHERE g."group_value" > t."total_value" * 0.1 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_1979184e54791cd6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_1979184e54791cd6.sql new file mode 100644 index 0000000000000000000000000000000000000000..40d450ba6815ba5d64609ac85dd264cd9086ef9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_1979184e54791cd6.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c19_1979184e54791cd6 +-- problem_id: v2p_c19_577d1e1e70e5c83b +-- realization_mode: agent +-- source_kind: agent +SELECT "ratings_disabled", + AVG(CASE WHEN "ratings_disabled" = 'False' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c19" +GROUP BY "ratings_disabled" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_1eb40e7365f16093.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_1eb40e7365f16093.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f89a8e9a5539be81fd789e065f658c91b901967 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_1eb40e7365f16093.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_c19_1eb40e7365f16093 +-- problem_id: v2p_c19_0544b08400675f07 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + CAST(NULLIF("likes", '') AS INTEGER) AS "likes", + NTILE(10) OVER (ORDER BY CAST(NULLIF("likes", '') AS INTEGER) DESC) AS "tail_bucket" + FROM "c19" + WHERE NULLIF("likes", '') IS NOT NULL +) +SELECT "likes" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "likes" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_2108395806c8059b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_2108395806c8059b.sql new file mode 100644 index 0000000000000000000000000000000000000000..75d43be0be991ae906590dff7fff774644b3ac7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_2108395806c8059b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c19_2108395806c8059b +-- problem_id: v2p_c19_2f518824445b9a64 +-- realization_mode: agent +-- source_kind: agent +SELECT "comments_disabled", "title", + SUM(CAST("likes" AS REAL)) AS "total_measure", + SUM(CAST("likes" AS REAL)) * 100.0 / SUM(SUM(CAST("likes" AS REAL))) OVER (PARTITION BY "comments_disabled") AS "share_within_group" +FROM "c19" +GROUP BY "comments_disabled", "title" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_24d7f5b1db05a3cc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_24d7f5b1db05a3cc.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e9d497f59121a1556bfc59798da9598a51ca4a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_24d7f5b1db05a3cc.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c19_24d7f5b1db05a3cc +-- problem_id: v2p_c19_bcf7b4ee3f66f1b1 +-- realization_mode: agent +-- source_kind: agent +SELECT "ratings_disabled", + AVG(CASE WHEN "ratings_disabled" = 'False' THEN 1 ELSE 0 END) AS condition_rate +FROM "c19" +GROUP BY "ratings_disabled" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_26b3f10d9a5b754a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_26b3f10d9a5b754a.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e72b3ceb6cd5c800ed9094cd7d6ee413cfbfe08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_26b3f10d9a5b754a.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_26b3f10d9a5b754a +-- problem_id: v2p_c19_688d4389a56c813c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ratings_disabled" AS value_label, COUNT(*) AS support + FROM "c19" + GROUP BY "ratings_disabled" +) +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_d/c19/sql/v2q_c19_2905940b15b754ab.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_2905940b15b754ab.sql new file mode 100644 index 0000000000000000000000000000000000000000..506430f37bf42851d1869398c59ee147b257c7fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_2905940b15b754ab.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c19_2905940b15b754ab +-- problem_id: v2p_c19_26a665983d3c3346 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "ratings_disabled", + SUM(CASE WHEN "ratings_disabled" = 'False' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "ratings_disabled" = 'True' THEN 1 ELSE 0 END) AS denominator_count + FROM "c19" + GROUP BY "ratings_disabled" +) +SELECT "ratings_disabled", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_2ad9be3f7cc626e6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_2ad9be3f7cc626e6.sql new file mode 100644 index 0000000000000000000000000000000000000000..c1de838f67a45589dd4acdca1f933af3a03220e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_2ad9be3f7cc626e6.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c19_2ad9be3f7cc626e6 +-- problem_id: v2p_c19_2a8ffd5dc551edca +-- realization_mode: agent +-- source_kind: agent +SELECT + "category_id", + "tags", + SUM(CAST("views" AS REAL)) AS total_measure, + SUM(CAST("views" AS REAL)) * 100.0 / SUM(SUM(CAST("views" AS REAL))) OVER (PARTITION BY "category_id") AS share_within_group +FROM "c19" +GROUP BY "category_id", "tags" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_2b0949592d982258.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_2b0949592d982258.sql new file mode 100644 index 0000000000000000000000000000000000000000..1261e9b4c27e78b1cd46c64243fdaed87831f439 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_2b0949592d982258.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_2b0949592d982258 +-- problem_id: v2p_c19_e6a29b800a0829cd +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "video_error_or_removed" AS value_label, COUNT(*) AS support + FROM "c19" + GROUP BY "video_error_or_removed" +) +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_d/c19/sql/v2q_c19_2ba15c349909b8a5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_2ba15c349909b8a5.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f5ed5756eed9a62a3e11c91bca7244b6fdcf1f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_2ba15c349909b8a5.sql @@ -0,0 +1,61 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c19_2ba15c349909b8a5 +-- problem_id: v2p_c19_800ace12e9ada95d +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "category_id", + CAST(NULLIF("views", '') AS REAL) AS "views_value" + FROM "c19" + WHERE "category_id" IS NOT NULL + AND NULLIF("views", '') IS NOT NULL +), +"group_counts" AS ( + SELECT + "category_id", + COUNT(*) AS "cnt", + 9 * (COUNT(*) - 1) AS "rank_num" + FROM "base" + GROUP BY "category_id" +), +"ordered" AS ( + SELECT + "category_id", + "views_value", + ROW_NUMBER() OVER ( + PARTITION BY "category_id" + ORDER BY "views_value" + ) AS "rn" + FROM "base" +), +"picked" AS ( + SELECT + gc."category_id", + 1 + CAST(gc."rank_num" / 10 AS INTEGER) AS "floor_rank", + 1 + CAST(gc."rank_num" / 10 AS INTEGER) + CASE WHEN gc."rank_num" % 10 = 0 THEN 0 ELSE 1 END AS "ceil_rank", + (gc."rank_num" % 10) / 10.0 AS "fraction", + MAX(CASE WHEN o."rn" = 1 + CAST(gc."rank_num" / 10 AS INTEGER) THEN o."views_value" END) AS "floor_value", + MAX(CASE WHEN o."rn" = 1 + CAST(gc."rank_num" / 10 AS INTEGER) + CASE WHEN gc."rank_num" % 10 = 0 THEN 0 ELSE 1 END THEN o."views_value" END) AS "ceil_value" + FROM "group_counts" AS gc + JOIN "ordered" AS o + ON o."category_id" = gc."category_id" + GROUP BY gc."category_id", gc."rank_num" +) +SELECT + "category_id", + CASE + WHEN "floor_rank" = "ceil_rank" THEN "floor_value" + ELSE "floor_value" + "fraction" * ("ceil_value" - "floor_value") + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_2ef12337a145c65b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_2ef12337a145c65b.sql new file mode 100644 index 0000000000000000000000000000000000000000..eca66625cbc927580803ab22daf39a762125254e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_2ef12337a145c65b.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c19_2ef12337a145c65b +-- problem_id: v2p_c19_e9cef140228b8fed +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "category_id", + SUM(CAST(NULLIF("views", '') AS REAL)) AS group_value + FROM "c19" + WHERE "video_error_or_removed" = 'False' + AND "category_id" IS NOT NULL + GROUP BY "category_id" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT + g."category_id", + g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_30c565cdff469a35.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_30c565cdff469a35.sql new file mode 100644 index 0000000000000000000000000000000000000000..663a274c8001acefd4f579adff0db60d4ab7ece1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_30c565cdff469a35.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c19_30c565cdff469a35 +-- problem_id: v2p_c19_5707d897a88d35fe +-- realization_mode: agent +-- source_kind: agent +SELECT "category_id", "comments_disabled", COUNT(*) AS "row_count" +FROM "c19" +WHERE "ratings_disabled" = 'False' +GROUP BY "category_id", "comments_disabled" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_3121fcd3969c870c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_3121fcd3969c870c.sql new file mode 100644 index 0000000000000000000000000000000000000000..08e2ddc113b5d6fd643d516be64b79060cbd283f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_3121fcd3969c870c.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c19_3121fcd3969c870c +-- problem_id: v2p_c19_a64ca4ef34271308 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "comments_disabled", SUM(CAST("likes" AS REAL)) AS group_value + FROM "c19" + GROUP BY "comments_disabled" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."comments_disabled", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_325ee8f717a26328.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_325ee8f717a26328.sql new file mode 100644 index 0000000000000000000000000000000000000000..4a05ffd54cfc8185e3bdc6808c46e387bc784303 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_325ee8f717a26328.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_325ee8f717a26328 +-- problem_id: v2p_c19_b7718b1104f94dea +-- realization_mode: agent +-- source_kind: agent +SELECT "ratings_disabled", SUM(CAST("dislikes" AS INTEGER)) AS "total_measure" +FROM "c19" +GROUP BY "ratings_disabled" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_33b129c1ff9fbaa9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_33b129c1ff9fbaa9.sql new file mode 100644 index 0000000000000000000000000000000000000000..bb8ed7b43d860a7573726c4fa69f9d751b421131 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_33b129c1ff9fbaa9.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_c19_33b129c1ff9fbaa9 +-- problem_id: v2p_c19_6faeece5a003b292 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("likes" AS REAL) <= 55417.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "c19"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_348f768edcac0d23.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_348f768edcac0d23.sql new file mode 100644 index 0000000000000000000000000000000000000000..5c5b0639765513c761a3dd98305d0a0933ddfb26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_348f768edcac0d23.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c19_348f768edcac0d23 +-- problem_id: v2p_c19_6614132d999f062b +-- realization_mode: agent +-- source_kind: agent +SELECT + "category_id", + COUNT(*) AS support +FROM "c19" +GROUP BY "category_id" +ORDER BY support ASC, "category_id" +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_38669150d02ba886.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_38669150d02ba886.sql new file mode 100644 index 0000000000000000000000000000000000000000..a1f84d0595fcc92008d58d4083fe04a68babea60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_38669150d02ba886.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_target_interaction +-- variant_semantic_role: missing_target_interaction +-- template_id: tpl_missing_target_interaction +-- query_record_id: v2q_c19_38669150d02ba886 +-- problem_id: v2p_c19_8c54ffa6da2b1976 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ratings_disabled", + COUNT(*) AS total_rows, + SUM(CASE WHEN "description" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "description" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c19" +GROUP BY "ratings_disabled" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_38a497ca3e4e2119.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_38a497ca3e4e2119.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab02e67224cc8753837117fe439edee7e496e664 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_38a497ca3e4e2119.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_c19_38a497ca3e4e2119 +-- problem_id: v2p_c19_3095d604632bcb1b +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + "views", + NTILE(10) OVER (ORDER BY CAST("views" AS INTEGER) DESC) AS "tail_bucket" + FROM "c19" + WHERE "views" IS NOT NULL +) +SELECT "views" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("views" AS INTEGER) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_3b2a492b512c59dc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_3b2a492b512c59dc.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d684f443a4610a55580fcda2aac9a8eb1404469 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_3b2a492b512c59dc.sql @@ -0,0 +1,29 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c19_3b2a492b512c59dc +-- problem_id: v2p_c19_9cee5e29bd3cb0ee +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "category_id", + "tags", + SUM(CAST(NULLIF("views", '') AS REAL)) AS "total_measure" + FROM "c19" + GROUP BY "category_id", "tags" +) +SELECT + "category_id", + "tags", + "total_measure", + "total_measure" * 100.0 / SUM("total_measure") OVER (PARTITION BY "category_id") AS "share_within_group" +FROM "grouped" +ORDER BY "share_within_group" DESC +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_3b2f383754e60a51.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_3b2f383754e60a51.sql new file mode 100644 index 0000000000000000000000000000000000000000..7162bacde6960ff0b660dd56540034d45c13eb80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_3b2f383754e60a51.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c19_3b2f383754e60a51 +-- problem_id: v2p_c19_655f5e993b2fc45f +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ratings_disabled", + CAST("dislikes" AS REAL) AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "ratings_disabled" + ORDER BY CAST("dislikes" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "ratings_disabled") AS "cnt" + FROM "c19" + WHERE "ratings_disabled" IS NOT NULL + AND "dislikes" IS NOT NULL + AND TRIM("dislikes") <> '' +) +SELECT + "ratings_disabled", + "percentile_measure" +FROM "ranked" +WHERE "cnt" >= 5 + AND "rn" = CAST((9 * "cnt" + 9) / 10 AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_3d05b5a57109a72f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_3d05b5a57109a72f.sql new file mode 100644 index 0000000000000000000000000000000000000000..9277ecb7b2c346c0c823c5e70b039ced260bc626 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_3d05b5a57109a72f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_3d05b5a57109a72f +-- problem_id: v2p_c19_82b098ac50c3c5fe +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "description", + COUNT(*) AS support, + AVG("views") AS avg_response +FROM "c19" +GROUP BY "description" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_3e4f80347e4a55a6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_3e4f80347e4a55a6.sql new file mode 100644 index 0000000000000000000000000000000000000000..e8dcc8d2b8c5e32bf52a1b52d7ebff8dd19a79fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_3e4f80347e4a55a6.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c19_3e4f80347e4a55a6 +-- problem_id: v2p_c19_8ec5c616447b5011 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "category_id", + SUM(CASE WHEN "category_id" = '24' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "category_id" = '10' THEN 1 ELSE 0 END) AS denominator_count + FROM "c19" + GROUP BY "category_id" +) +SELECT "category_id", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_3f8576cd82c42bac.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_3f8576cd82c42bac.sql new file mode 100644 index 0000000000000000000000000000000000000000..878f3eebab0cf55cb2b636b370e727b55e26f33d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_3f8576cd82c42bac.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_3f8576cd82c42bac +-- problem_id: v2p_c19_e7856207cdeb092b +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "comments_disabled" AS value_label, COUNT(*) AS support + FROM "c19" + GROUP BY "comments_disabled" +) +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_d/c19/sql/v2q_c19_3fc173752177d819.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_3fc173752177d819.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a50ea0abdf0903846cdc31b9b096f7b99898cd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_3fc173752177d819.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c19_3fc173752177d819 +-- problem_id: v2p_c19_01f81b3ef6b6ae0d +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "ratings_disabled", + AVG(CAST("dislikes" AS REAL)) OVER (PARTITION BY "ratings_disabled") AS avg_measure +FROM "c19" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_40614d2b21a9f23e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_40614d2b21a9f23e.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e7fea357fea4e5557f4434576be64f52c95043c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_40614d2b21a9f23e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_40614d2b21a9f23e +-- problem_id: v2p_c19_4cf57e52f546ec0b +-- realization_mode: agent +-- source_kind: agent +SELECT "video_error_or_removed", SUM(CAST("comment_count" AS INTEGER)) AS total_measure +FROM "c19" +GROUP BY "video_error_or_removed" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_433e2075316c53cd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_433e2075316c53cd.sql new file mode 100644 index 0000000000000000000000000000000000000000..7cb4c01eb90826655210dad57cc117e21592b49e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_433e2075316c53cd.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_433e2075316c53cd +-- problem_id: v2p_c19_38535332155d3569 +-- realization_mode: agent +-- source_kind: agent +SELECT "category_id", SUM(CAST("views" AS NUMERIC)) AS total_measure +FROM "c19" +GROUP BY "category_id" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_44bd40a778956983.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_44bd40a778956983.sql new file mode 100644 index 0000000000000000000000000000000000000000..b9313e7fc8f512f4e73101b0e4ed8ec56fdf036b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_44bd40a778956983.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c19_44bd40a778956983 +-- problem_id: v2p_c19_1ea8326304d0d008 +-- realization_mode: agent +-- source_kind: agent +SELECT "video_error_or_removed", + AVG(CASE WHEN "video_error_or_removed" = 'True' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c19" +GROUP BY "video_error_or_removed" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_4a1d0d710b2cdece.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_4a1d0d710b2cdece.sql new file mode 100644 index 0000000000000000000000000000000000000000..f428493afba392875fe15012e3a2f830924c13e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_4a1d0d710b2cdece.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_target_interaction +-- variant_semantic_role: missing_target_interaction +-- template_id: tpl_missing_target_interaction +-- query_record_id: v2q_c19_4a1d0d710b2cdece +-- problem_id: v2p_c19_ff8e4296cb5d97b7 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "category_id", + COUNT(*) AS total_rows, + SUM(CASE WHEN "description" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "description" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c19" +GROUP BY "category_id" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_4be1eb2f09cf42f3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_4be1eb2f09cf42f3.sql new file mode 100644 index 0000000000000000000000000000000000000000..f120a4317b158868b3aabac94eee280a6535163d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_4be1eb2f09cf42f3.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c19_4be1eb2f09cf42f3 +-- problem_id: v2p_c19_164eeeac4ad5d1f6 +-- realization_mode: agent +-- source_kind: agent +SELECT "ratings_disabled", "channel_title", + SUM(CAST("dislikes" AS REAL)) AS total_measure, + SUM(CAST("dislikes" AS REAL)) * 100.0 / SUM(SUM(CAST("dislikes" AS REAL))) OVER (PARTITION BY "ratings_disabled") AS share_within_group +FROM "c19" +GROUP BY "ratings_disabled", "channel_title" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_4dcc9deed285ee0e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_4dcc9deed285ee0e.sql new file mode 100644 index 0000000000000000000000000000000000000000..5de801b1b62a684507aac0ac35e1166aa6bc6a6d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_4dcc9deed285ee0e.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c19_4dcc9deed285ee0e +-- problem_id: v2p_c19_ac38dfe667179a44 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "video_error_or_removed", SUM(CAST("comment_count" AS REAL)) AS group_value + FROM "c19" + WHERE "video_error_or_removed" IS NOT NULL + AND TRIM("video_error_or_removed") <> '' + AND "comment_count" IS NOT NULL + AND TRIM("comment_count") <> '' + GROUP BY "video_error_or_removed" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."video_error_or_removed", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_4e85202ab817357d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_4e85202ab817357d.sql new file mode 100644 index 0000000000000000000000000000000000000000..9bfd23c6b9888de95e34e8d1c51e8d4c2a921187 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_4e85202ab817357d.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c19_4e85202ab817357d +-- problem_id: v2p_c19_f6eebe1a60fb3cf7 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "video_error_or_removed", + SUM(CAST("comment_count" AS REAL)) AS group_value + FROM "c19" + WHERE "video_error_or_removed" IS NOT NULL + AND "video_error_or_removed" <> '' + AND "comment_count" IS NOT NULL + AND "comment_count" <> '' + GROUP BY "video_error_or_removed" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT + g."video_error_or_removed", + g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_4ebaf3cd39936313.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_4ebaf3cd39936313.sql new file mode 100644 index 0000000000000000000000000000000000000000..3054df86e7c80b5f0f33f97bcb448809b8edc7bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_4ebaf3cd39936313.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c19_4ebaf3cd39936313 +-- problem_id: v2p_c19_0993de4cdeadc8ba +-- realization_mode: agent +-- source_kind: agent +SELECT "video_error_or_removed", "dislikes", + SUM(CAST("comment_count" AS REAL)) AS total_measure, + SUM(CAST("comment_count" AS REAL)) * 100.0 / SUM(SUM(CAST("comment_count" AS REAL))) OVER (PARTITION BY "video_error_or_removed") AS share_within_group +FROM "c19" +GROUP BY "video_error_or_removed", "dislikes" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_4ed5738c01ad629b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_4ed5738c01ad629b.sql new file mode 100644 index 0000000000000000000000000000000000000000..681651b1a343c5a45ff7607ad8dc1fe933f0464e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_4ed5738c01ad629b.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_c19_4ed5738c01ad629b +-- problem_id: v2p_c19_357925f018d73551 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + "views", + CAST("views" AS REAL) AS "views_num", + NTILE(10) OVER (ORDER BY CAST("views" AS REAL) DESC) AS "tail_bucket" + FROM "c19" + WHERE "views" IS NOT NULL +) +SELECT "views" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "views_num" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_4fd41475191045cf.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_4fd41475191045cf.sql new file mode 100644 index 0000000000000000000000000000000000000000..05e6698471989604f41e39d67263159c7de92a2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_4fd41475191045cf.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c19_4fd41475191045cf +-- problem_id: v2p_c19_5d336a368226c5a7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "comments_disabled", + "title", + SUM(CAST("likes" AS REAL)) AS total_measure, + SUM(CAST("likes" AS REAL)) * 100.0 / SUM(SUM(CAST("likes" AS REAL))) OVER (PARTITION BY "comments_disabled") AS share_within_group +FROM "c19" +GROUP BY "comments_disabled", "title" +ORDER BY share_within_group DESC +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_512f5129732bee77.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_512f5129732bee77.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b137eaa65239f1dab5876768c96e3010f9f87ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_512f5129732bee77.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c19_512f5129732bee77 +-- problem_id: v2p_c19_0fa09127c794c949 +-- realization_mode: agent +-- source_kind: agent +SELECT "category_id", COUNT(*) AS "row_count" +FROM "c19" +GROUP BY "category_id" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_544ad82e7fdbad0c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_544ad82e7fdbad0c.sql new file mode 100644 index 0000000000000000000000000000000000000000..12f14e2866d4586849d6ac92f9f5bbb8b8270693 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_544ad82e7fdbad0c.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c19_544ad82e7fdbad0c +-- problem_id: v2p_c19_dee8b8791252e18d +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "ratings_disabled", SUM(CAST("dislikes" AS REAL)) AS group_value + FROM "c19" + GROUP BY "ratings_disabled" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."ratings_disabled", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_562a6a723366459f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_562a6a723366459f.sql new file mode 100644 index 0000000000000000000000000000000000000000..621f6f2a471f0bac6f724ac14ab7a54103cee486 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_562a6a723366459f.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c19_562a6a723366459f +-- problem_id: v2p_c19_83c7dea8d6d330f4 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "category_id", + CAST("views" AS REAL) AS "views_num", + ROW_NUMBER() OVER ( + PARTITION BY "category_id" + ORDER BY CAST("views" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "category_id") AS "cnt" + FROM "c19" + WHERE "views" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "category_id", + "views_num" + FROM "ranked" + WHERE "rn" = CAST(("cnt" * 0.95) AS INTEGER) + + CASE + WHEN ("cnt" * 0.95) > CAST(("cnt" * 0.95) AS INTEGER) THEN 1 + ELSE 0 + END +) +SELECT + "category_id", + MAX("views_num") AS "percentile_measure" +FROM "percentile_rows" +GROUP BY "category_id" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_563424902759e91f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_563424902759e91f.sql new file mode 100644 index 0000000000000000000000000000000000000000..f68b642d71e69175a91eb1d3f7752d9e68ec5fea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_563424902759e91f.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c19_563424902759e91f +-- problem_id: v2p_c19_e64e171d0ce4e164 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "category_id", SUM(CAST("views" AS REAL)) AS "group_value" + FROM "c19" + WHERE "category_id" IS NOT NULL + AND TRIM("category_id") <> '' + AND "views" IS NOT NULL + AND TRIM("views") <> '' + GROUP BY "category_id" +), "total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."category_id", g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.05 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_56c2d531f9b946fd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_56c2d531f9b946fd.sql new file mode 100644 index 0000000000000000000000000000000000000000..bad7d2b9de06b68cea807910b5ec2732d7aa0a98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_56c2d531f9b946fd.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c19_56c2d531f9b946fd +-- problem_id: v2p_c19_d7ea9407d1bf7712 +-- realization_mode: agent +-- source_kind: agent +SELECT "category_id", "comments_disabled", COUNT(*) AS "row_count" +FROM "c19" +WHERE CAST("likes" AS REAL) >= 55417.0 +GROUP BY "category_id", "comments_disabled" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_57ac7c80a830ebbe.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_57ac7c80a830ebbe.sql new file mode 100644 index 0000000000000000000000000000000000000000..809e93cd6035a25c109c54301aa485523ed259d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_57ac7c80a830ebbe.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_57ac7c80a830ebbe +-- problem_id: v2p_c19_45e2f24f2d7822c7 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "video_error_or_removed" AS value_label, COUNT(*) AS support + FROM "c19" + GROUP BY "video_error_or_removed" +), 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_d/c19/sql/v2q_c19_59006be9c4d8186a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_59006be9c4d8186a.sql new file mode 100644 index 0000000000000000000000000000000000000000..4ca7604ed48fea21b11ac1987cdce39ab4b6f925 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_59006be9c4d8186a.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_c19_59006be9c4d8186a +-- problem_id: v2p_c19_aec7a562c974ce32 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT + "dislikes", + NTILE(10) OVER (ORDER BY CAST("dislikes" AS REAL) DESC) AS tail_bucket + FROM "c19" + WHERE "dislikes" IS NOT NULL +) +SELECT "dislikes" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("dislikes" AS REAL) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_5ab8f2405316f42e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_5ab8f2405316f42e.sql new file mode 100644 index 0000000000000000000000000000000000000000..302961310f30bf7fe03b93a7980fb11fc7ff52eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_5ab8f2405316f42e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c19_5ab8f2405316f42e +-- problem_id: v2p_c19_d6f3ad4b337baa80 +-- realization_mode: agent +-- source_kind: agent +SELECT "ratings_disabled", COUNT(*) AS "row_count" +FROM "c19" +GROUP BY "ratings_disabled" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_5b7f8d7ba7057365.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_5b7f8d7ba7057365.sql new file mode 100644 index 0000000000000000000000000000000000000000..794f6bab768a3d33618b75ba6bee293e296153c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_5b7f8d7ba7057365.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c19_5b7f8d7ba7057365 +-- problem_id: v2p_c19_2c5357bdccdcf042 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "category_id", SUM(CAST("views" AS REAL)) AS group_value + FROM "c19" + GROUP BY "category_id" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."category_id", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_5d2eee72fefb1493.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_5d2eee72fefb1493.sql new file mode 100644 index 0000000000000000000000000000000000000000..229d8be0ccf2f1d43b230b62f9917e03a0813c6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_5d2eee72fefb1493.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_5d2eee72fefb1493 +-- problem_id: v2p_c19_0c1df654646e9a8d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "comment_count", + COUNT(*) AS support, + AVG("views") AS avg_response +FROM "c19" +GROUP BY "comment_count" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_5f90f95a85b95b92.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_5f90f95a85b95b92.sql new file mode 100644 index 0000000000000000000000000000000000000000..04af646cd5b4e14b8654c70996ce7d45999be636 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_5f90f95a85b95b92.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c19_5f90f95a85b95b92 +-- problem_id: v2p_c19_55b6b316abd3be48 +-- realization_mode: agent +-- source_kind: agent +SELECT "category_id", "ratings_disabled", COUNT(*) AS "row_count" +FROM "c19" +WHERE CAST("dislikes" AS REAL) >= 1938.0 +GROUP BY "category_id", "ratings_disabled" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_666e867b3598835b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_666e867b3598835b.sql new file mode 100644 index 0000000000000000000000000000000000000000..b2fac26ed82e0578be1374b4a41775303d8b1efc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_666e867b3598835b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c19_666e867b3598835b +-- problem_id: v2p_c19_7751c5bc4a42e9cc +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "category_id", + COUNT(*) AS total_rows, + SUM(CASE WHEN "description" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "description" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c19" +GROUP BY "category_id" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_69415dd5f90ed8e9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_69415dd5f90ed8e9.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d93d4e16e0eadb5a6b44f8abb56fe9e9b63f18f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_69415dd5f90ed8e9.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c19_69415dd5f90ed8e9 +-- problem_id: v2p_c19_0f7b715a70e35f75 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ratings_disabled", + CAST("dislikes" AS REAL) AS "dislikes_num", + ROW_NUMBER() OVER ( + PARTITION BY "ratings_disabled" + ORDER BY CAST("dislikes" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "ratings_disabled") AS "cnt" + FROM "c19" + WHERE "ratings_disabled" IS NOT NULL + AND "dislikes" IS NOT NULL + AND TRIM("dislikes") <> '' +), +"percentile_rows" AS ( + SELECT + "ratings_disabled", + "dislikes_num" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = ( + CAST((0.95 * "cnt") AS INTEGER) + + CASE + WHEN (0.95 * "cnt") > CAST((0.95 * "cnt") AS INTEGER) THEN 1 + ELSE 0 + END + ) +) +SELECT + "ratings_disabled", + "percentile_measure" +FROM "percentile_rows" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_6e22302324cdfdb0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_6e22302324cdfdb0.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a4918c53734f473fa5f068250de49b7233a3dc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_6e22302324cdfdb0.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_6e22302324cdfdb0 +-- problem_id: v2p_c19_168259c2169b774f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "likes", + COUNT(*) AS support, + AVG("comment_count") AS avg_response +FROM "c19" +GROUP BY "likes" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_6e68377526bfaeda.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_6e68377526bfaeda.sql new file mode 100644 index 0000000000000000000000000000000000000000..3a5755116da2bb89b8f69d384396b9ed2d1e557d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_6e68377526bfaeda.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c19_6e68377526bfaeda +-- problem_id: v2p_c19_2a558f129ffa909c +-- realization_mode: agent +-- source_kind: agent +SELECT + "category_id", + "trending_date", + SUM(CAST("views" AS REAL)) AS total_measure, + SUM(CAST("views" AS REAL)) * 100.0 / SUM(SUM(CAST("views" AS REAL))) OVER (PARTITION BY "category_id") AS share_within_group +FROM "c19" +GROUP BY "category_id", "trending_date" +ORDER BY share_within_group DESC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_6e92efb57d6a1011.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_6e92efb57d6a1011.sql new file mode 100644 index 0000000000000000000000000000000000000000..f72e369cdea1430e252b687a9495ccc8945f1bfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_6e92efb57d6a1011.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c19_6e92efb57d6a1011 +-- problem_id: v2p_c19_2c400800da88220b +-- realization_mode: agent +-- source_kind: agent +SELECT + "category_id", + "trending_date", + SUM(CAST("views" AS REAL)) AS total_measure, + SUM(CAST("views" AS REAL)) * 100.0 / SUM(SUM(CAST("views" AS REAL))) OVER (PARTITION BY "category_id") AS share_within_group +FROM "c19" +GROUP BY "category_id", "trending_date" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_6e9d2b572d8b62ec.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_6e9d2b572d8b62ec.sql new file mode 100644 index 0000000000000000000000000000000000000000..b43cac39d1c57e0e2fc0c601bc55787e0e7ba174 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_6e9d2b572d8b62ec.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c19_6e9d2b572d8b62ec +-- problem_id: v2p_c19_4394ff4dd7873b20 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "video_error_or_removed", + SUM(CASE WHEN "video_error_or_removed" = 'False' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "video_error_or_removed" = 'True' THEN 1 ELSE 0 END) AS denominator_count + FROM "c19" + GROUP BY "video_error_or_removed" +) +SELECT "video_error_or_removed", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_70bc49bd6e220f6c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_70bc49bd6e220f6c.sql new file mode 100644 index 0000000000000000000000000000000000000000..b86153c07d9111d57945299f733b18d37ab72702 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_70bc49bd6e220f6c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c19_70bc49bd6e220f6c +-- problem_id: v2p_c19_da80fc9b0bb68cec +-- realization_mode: agent +-- source_kind: agent +SELECT + "video_error_or_removed", + "publish_time", + SUM(CAST(NULLIF("comment_count", '') AS REAL)) AS total_measure, + SUM(CAST(NULLIF("comment_count", '') AS REAL)) * 100.0 + / SUM(SUM(CAST(NULLIF("comment_count", '') AS REAL))) OVER (PARTITION BY "video_error_or_removed") AS share_within_group +FROM "c19" +GROUP BY "video_error_or_removed", "publish_time" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_714c7e63a56ee9b3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_714c7e63a56ee9b3.sql new file mode 100644 index 0000000000000000000000000000000000000000..62bae7ffe933f272ef09f70abb618eeb9b2806ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_714c7e63a56ee9b3.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c19_714c7e63a56ee9b3 +-- problem_id: v2p_c19_fac88a418875146b +-- realization_mode: agent +-- source_kind: agent +SELECT + "ratings_disabled", + COUNT(*) AS "support" +FROM "c19" +GROUP BY "ratings_disabled" +ORDER BY "support" ASC, "ratings_disabled" +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_73b9dd997d34f9d1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_73b9dd997d34f9d1.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0d3f5622b03709d26aa073867d4adcfc6764f36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_73b9dd997d34f9d1.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_73b9dd997d34f9d1 +-- problem_id: v2p_c19_60826bed97775e8c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "comments_disabled" AS value_label, COUNT(*) AS support + FROM "c19" + GROUP BY "comments_disabled" +), 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_d/c19/sql/v2q_c19_75fb79779458ae58.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_75fb79779458ae58.sql new file mode 100644 index 0000000000000000000000000000000000000000..267d56bdabc332482050049b6e8843c7d91277a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_75fb79779458ae58.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_75fb79779458ae58 +-- problem_id: v2p_c19_080f3be88408a015 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "tags", + COUNT(*) AS support, + AVG("dislikes") AS avg_response +FROM "c19" +GROUP BY "tags" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_777040e2e8a70b29.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_777040e2e8a70b29.sql new file mode 100644 index 0000000000000000000000000000000000000000..145643caafbffb35f2543c40c87106a453575ab8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_777040e2e8a70b29.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c19_777040e2e8a70b29 +-- problem_id: v2p_c19_cae083dbfb6c3bd2 +-- realization_mode: agent +-- source_kind: agent +SELECT "video_error_or_removed", "publish_time", + SUM(CAST("comment_count" AS REAL)) AS total_measure, + SUM(CAST("comment_count" AS REAL)) * 100.0 / SUM(SUM(CAST("comment_count" AS REAL))) OVER (PARTITION BY "video_error_or_removed") AS share_within_group +FROM "c19" +GROUP BY "video_error_or_removed", "publish_time" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7998504aac584fdb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7998504aac584fdb.sql new file mode 100644 index 0000000000000000000000000000000000000000..7fcdb7637168edbf88950bb72d412df4819a35b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7998504aac584fdb.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_7998504aac584fdb +-- problem_id: v2p_c19_e02ec71abaf130cb +-- realization_mode: agent +-- source_kind: agent +SELECT "category_id", SUM(CAST("views" AS INTEGER)) AS total_measure +FROM "c19" +GROUP BY "category_id" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_79bda149fba2443e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_79bda149fba2443e.sql new file mode 100644 index 0000000000000000000000000000000000000000..850ee2cbc70943adccc49c7636fabcd72cbb5999 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_79bda149fba2443e.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c19_79bda149fba2443e +-- problem_id: v2p_c19_0b0a06843b23616e +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "category_id", SUM(CAST("views" AS REAL)) AS group_value + FROM "c19" + GROUP BY "category_id" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."category_id", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7a2d77deccf78d63.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7a2d77deccf78d63.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d2b4165a1f6922ecdabc6eea77172366f89dee1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7a2d77deccf78d63.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c19_7a2d77deccf78d63 +-- problem_id: v2p_c19_1925c766759fadac +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "ratings_disabled", SUM(CAST("dislikes" AS REAL)) AS group_value + FROM "c19" + GROUP BY "ratings_disabled" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."ratings_disabled", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7b197464116c6058.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7b197464116c6058.sql new file mode 100644 index 0000000000000000000000000000000000000000..a5ccc0f30e12bcc29bffdfbef882ba49730e025f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7b197464116c6058.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_7b197464116c6058 +-- problem_id: v2p_c19_fe5791f74e1a91bf +-- realization_mode: agent +-- source_kind: agent +SELECT "comments_disabled", SUM(CAST("likes" AS NUMERIC)) AS "total_measure" +FROM "c19" +GROUP BY "comments_disabled" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7b335c99bec3f13d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7b335c99bec3f13d.sql new file mode 100644 index 0000000000000000000000000000000000000000..82b8888053b049836d94405f38b5d157051476aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7b335c99bec3f13d.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_7b335c99bec3f13d +-- problem_id: v2p_c19_02cc382627811dbf +-- realization_mode: agent +-- source_kind: agent +SELECT "ratings_disabled", SUM(CAST("dislikes" AS INTEGER)) AS "total_measure" +FROM "c19" +GROUP BY "ratings_disabled" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7c3a7bc4b362f53d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7c3a7bc4b362f53d.sql new file mode 100644 index 0000000000000000000000000000000000000000..5fd76b09dabe6edeaaeabadce301bf10341b95fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7c3a7bc4b362f53d.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_7c3a7bc4b362f53d +-- problem_id: v2p_c19_620f42f4be196dfe +-- realization_mode: agent +-- source_kind: agent +SELECT "ratings_disabled", SUM(CAST("dislikes" AS NUMERIC)) AS total_measure +FROM "c19" +GROUP BY "ratings_disabled" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7c5a032ad05c7794.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7c5a032ad05c7794.sql new file mode 100644 index 0000000000000000000000000000000000000000..5244861db3a3388f394b979717f55d2152989f11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7c5a032ad05c7794.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_7c5a032ad05c7794 +-- problem_id: v2p_c19_941306b76fe5caad +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "video_id", + COUNT(*) AS support, + AVG("comment_count") AS avg_response +FROM "c19" +GROUP BY "video_id" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7e74b3716b9520ee.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7e74b3716b9520ee.sql new file mode 100644 index 0000000000000000000000000000000000000000..bfd3036079944b81c8c1f99aee993131096752ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7e74b3716b9520ee.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c19_7e74b3716b9520ee +-- problem_id: v2p_c19_76c44f8448c71c14 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "ratings_disabled", SUM(CAST("dislikes" AS REAL)) AS group_value + FROM "c19" + GROUP BY "ratings_disabled" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."ratings_disabled", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7fd5fe2f05792da1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7fd5fe2f05792da1.sql new file mode 100644 index 0000000000000000000000000000000000000000..806f4acebbf804ba4312af3f726bca0e98216ba4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_7fd5fe2f05792da1.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c19_7fd5fe2f05792da1 +-- problem_id: v2p_c19_beb73e88c18df088 +-- realization_mode: agent +-- source_kind: agent +SELECT "comments_disabled", COUNT(*) AS row_count +FROM "c19" +GROUP BY "comments_disabled" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_809a50474ec96528.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_809a50474ec96528.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6f77130413973b36be46bba1fc5a4ed0541ee68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_809a50474ec96528.sql @@ -0,0 +1,62 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c19_809a50474ec96528 +-- problem_id: v2p_c19_4682b4ea1a620bc5 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "video_error_or_removed" AS "group_col", + CAST("comment_count" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "video_error_or_removed" + ORDER BY CAST("comment_count" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "video_error_or_removed" + ) AS "n" + FROM "c19" + WHERE "comment_count" IS NOT NULL + AND TRIM("comment_count") <> '' +), +"positions" AS ( + SELECT + "group_col", + "measure", + "rn", + "n", + (1.0 + 0.9 * ("n" - 1)) AS "target_pos", + CAST((1.0 + 0.9 * ("n" - 1)) AS INTEGER) AS "lo_rn", + CASE + WHEN (1.0 + 0.9 * ("n" - 1)) = CAST((1.0 + 0.9 * ("n" - 1)) AS INTEGER) + THEN CAST((1.0 + 0.9 * ("n" - 1)) AS INTEGER) + ELSE CAST((1.0 + 0.9 * ("n" - 1)) AS INTEGER) + 1 + END AS "hi_rn" + FROM "ordered" +), +"bounds" AS ( + SELECT + "group_col", + MAX(CASE WHEN "rn" = "lo_rn" THEN "measure" END) AS "lo_val", + MAX(CASE WHEN "rn" = "hi_rn" THEN "measure" END) AS "hi_val", + MAX("target_pos") AS "target_pos", + MAX("lo_rn") AS "lo_rn", + MAX("hi_rn") AS "hi_rn" + FROM "positions" + GROUP BY "group_col" +) +SELECT + "group_col" AS "video_error_or_removed", + CASE + WHEN "lo_rn" = "hi_rn" THEN "lo_val" + ELSE "lo_val" + ("target_pos" - "lo_rn") * ("hi_val" - "lo_val") + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_8208a21f4163c10e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_8208a21f4163c10e.sql new file mode 100644 index 0000000000000000000000000000000000000000..95df35890f2e1808661658b94583364b8a638661 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_8208a21f4163c10e.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c19_8208a21f4163c10e +-- problem_id: v2p_c19_cc20042cc15f8bc3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "comments_disabled", + "thumbnail_link", + SUM(CAST("likes" AS REAL)) AS "total_measure", + SUM(CAST("likes" AS REAL)) * 100.0 / SUM(SUM(CAST("likes" AS REAL))) OVER (PARTITION BY "comments_disabled") AS "share_within_group" +FROM "c19" +GROUP BY "comments_disabled", "thumbnail_link" +ORDER BY "share_within_group" DESC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_82215ce83dfc71b7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_82215ce83dfc71b7.sql new file mode 100644 index 0000000000000000000000000000000000000000..79444fae2ce28f10903e52eeae4de91f80f1666b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_82215ce83dfc71b7.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c19_82215ce83dfc71b7 +-- problem_id: v2p_c19_89b9af7d2815d6fb +-- realization_mode: agent +-- source_kind: agent +SELECT + "video_error_or_removed", + COUNT(*) AS "support" +FROM "c19" +GROUP BY "video_error_or_removed" +ORDER BY "support" ASC, "video_error_or_removed" +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_82f4adbb1e0b7f54.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_82f4adbb1e0b7f54.sql new file mode 100644 index 0000000000000000000000000000000000000000..e86920cfb42e05542ae39b730d69a12986e06194 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_82f4adbb1e0b7f54.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c19_82f4adbb1e0b7f54 +-- problem_id: v2p_c19_c4b7ad024db6e6ec +-- realization_mode: agent +-- source_kind: agent +SELECT + "category_id", + "comment_count", + SUM(CAST("views" AS REAL)) AS total_measure, + SUM(CAST("views" AS REAL)) * 100.0 / SUM(SUM(CAST("views" AS REAL))) OVER (PARTITION BY "category_id") AS share_within_group +FROM "c19" +GROUP BY "category_id", "comment_count" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_830c2b086ca3d148.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_830c2b086ca3d148.sql new file mode 100644 index 0000000000000000000000000000000000000000..49c9588f6ec99b5c8067c8c4c53711629555f044 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_830c2b086ca3d148.sql @@ -0,0 +1,33 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c19_830c2b086ca3d148 +-- problem_id: v2p_c19_39bb3299e3deccc9 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ratings_disabled", + CAST("dislikes" AS REAL) AS "dislikes_value", + ROW_NUMBER() OVER ( + PARTITION BY "ratings_disabled" + ORDER BY CAST("dislikes" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ratings_disabled" + ) AS "cnt" + FROM "c19" + WHERE "dislikes" IS NOT NULL +) +SELECT + "ratings_disabled", + MIN(CASE WHEN "rn" >= "cnt" * 0.95 THEN "dislikes_value" END) AS "percentile_measure" +FROM "ranked" +GROUP BY "ratings_disabled" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_8584421c757b52cb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_8584421c757b52cb.sql new file mode 100644 index 0000000000000000000000000000000000000000..4697008227331058bf149ae779d26c49c25d8f31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_8584421c757b52cb.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c19_8584421c757b52cb +-- problem_id: v2p_c19_6c846b973c510fb3 +-- realization_mode: agent +-- source_kind: agent +SELECT "category_id", "ratings_disabled", COUNT(*) AS row_count +FROM "c19" +WHERE "video_error_or_removed" = 'True' +GROUP BY "category_id", "ratings_disabled" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_85e1742a36b56372.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_85e1742a36b56372.sql new file mode 100644 index 0000000000000000000000000000000000000000..be15aaf1489d0173a1bf85805301a0f0e008a2bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_85e1742a36b56372.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c19_85e1742a36b56372 +-- problem_id: v2p_c19_2b4ec7a9e3ccc563 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ratings_disabled", + COUNT(*) AS support +FROM "c19" +GROUP BY "ratings_disabled" +ORDER BY support ASC, "ratings_disabled" +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_87d8126f1d509bc5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_87d8126f1d509bc5.sql new file mode 100644 index 0000000000000000000000000000000000000000..238d28c43051e56b211a0db9ff37e977ad5edcbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_87d8126f1d509bc5.sql @@ -0,0 +1,72 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c19_87d8126f1d509bc5 +-- problem_id: v2p_c19_e1b3f69a0d421e7b +-- realization_mode: agent +-- source_kind: agent +WITH "__base" AS ( + SELECT + "category_id", + CAST("views" AS REAL) AS "views_num" + FROM "c19" + WHERE "category_id" IS NOT NULL + AND "views" IS NOT NULL + AND TRIM("views") <> '' +), +"__ranked" AS ( + SELECT + "category_id", + "views_num", + ROW_NUMBER() OVER ( + PARTITION BY "category_id" + ORDER BY "views_num" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "category_id" + ) AS "n" + FROM "__base" +), +"__bounds" AS ( + SELECT DISTINCT + "category_id", + "n", + (1.0 + 0.9 * ("n" - 1)) AS "pos", + CAST((1.0 + 0.9 * ("n" - 1)) AS INTEGER) AS "lower_rn", + CASE + WHEN CAST((1.0 + 0.9 * ("n" - 1)) AS INTEGER) < "n" + THEN CAST((1.0 + 0.9 * ("n" - 1)) AS INTEGER) + 1 + ELSE "n" + END AS "upper_rn" + FROM "__ranked" + WHERE "n" >= 5 +), +"__picked" AS ( + SELECT + r."category_id", + b."pos", + b."lower_rn", + b."upper_rn", + MAX(CASE WHEN r."rn" = b."lower_rn" THEN r."views_num" END) AS "lower_val", + MAX(CASE WHEN r."rn" = b."upper_rn" THEN r."views_num" END) AS "upper_val" + FROM "__ranked" AS r + JOIN "__bounds" AS b + ON r."category_id" = b."category_id" + GROUP BY + r."category_id", + b."pos", + b."lower_rn", + b."upper_rn" +) +SELECT + "__picked"."category_id", + "__picked"."lower_val" + (("__picked"."pos" - "__picked"."lower_rn") * ("__picked"."upper_val" - "__picked"."lower_val")) AS "percentile_measure" +FROM "__picked" +ORDER BY "percentile_measure" DESC, + "__picked"."category_id"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_898700ccd2d6c656.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_898700ccd2d6c656.sql new file mode 100644 index 0000000000000000000000000000000000000000..b95edca939169bb7ca88922d6b18f6f2b1e0e1ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_898700ccd2d6c656.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c19_898700ccd2d6c656 +-- problem_id: v2p_c19_33681528b77192f9 +-- realization_mode: agent +-- source_kind: agent +SELECT "ratings_disabled", "video_error_or_removed", COUNT(*) AS row_count +FROM "c19" +WHERE CAST("views" AS REAL) >= 1823157.0 +GROUP BY "ratings_disabled", "video_error_or_removed" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_8b420cd18cf1003c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_8b420cd18cf1003c.sql new file mode 100644 index 0000000000000000000000000000000000000000..6cd6f991b02a8d234e35afc57d18452adc7a0a05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_8b420cd18cf1003c.sql @@ -0,0 +1,51 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c19_8b420cd18cf1003c +-- problem_id: v2p_c19_d27845a32506b03f +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "ratings_disabled", + CAST("dislikes" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "ratings_disabled" + ORDER BY CAST("dislikes" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "ratings_disabled") AS "cnt" + FROM "c19" + WHERE "ratings_disabled" IS NOT NULL + AND "dislikes" IS NOT NULL +), +"positions" AS ( + SELECT DISTINCT + "ratings_disabled", + (1.0 + 0.9 * ("cnt" - 1)) AS "pos", + CAST(FLOOR(1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) AS "low_rn", + CAST(CEIL(1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) AS "high_rn" + FROM "ordered" +) +SELECT + p."ratings_disabled", + CASE + WHEN p."low_rn" = p."high_rn" THEN + MAX(CASE WHEN o."rn" = p."low_rn" THEN o."measure_value" END) + ELSE + MAX(CASE WHEN o."rn" = p."low_rn" THEN o."measure_value" END) + + (p."pos" - p."low_rn") * ( + MAX(CASE WHEN o."rn" = p."high_rn" THEN o."measure_value" END) - + MAX(CASE WHEN o."rn" = p."low_rn" THEN o."measure_value" END) + ) + END AS "percentile_measure" +FROM "positions" AS p +JOIN "ordered" AS o + ON o."ratings_disabled" = p."ratings_disabled" +GROUP BY p."ratings_disabled", p."pos", p."low_rn", p."high_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_94c72a162f5cbdea.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_94c72a162f5cbdea.sql new file mode 100644 index 0000000000000000000000000000000000000000..26f76fcac281ecb1d24589eb706854f1d0d4bdc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_94c72a162f5cbdea.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c19_94c72a162f5cbdea +-- problem_id: v2p_c19_782cb36e3ed6e2c3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "video_error_or_removed", + COUNT(*) AS total_rows, + SUM(CASE WHEN "description" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "description" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c19" +GROUP BY "video_error_or_removed" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_96802fab735200ce.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_96802fab735200ce.sql new file mode 100644 index 0000000000000000000000000000000000000000..b14287d93271d3b11adc70ba514926556fcee5da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_96802fab735200ce.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c19_96802fab735200ce +-- problem_id: v2p_c19_91a945314f5a3717 +-- realization_mode: agent +-- source_kind: agent +SELECT + "comments_disabled", + COUNT(*) AS "support" +FROM "c19" +GROUP BY "comments_disabled" +ORDER BY "support" ASC, "comments_disabled" +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_9db951523360b7b7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_9db951523360b7b7.sql new file mode 100644 index 0000000000000000000000000000000000000000..12b79db55c2da427e88b8f7eca2a8ba671dc3a20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_9db951523360b7b7.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c19_9db951523360b7b7 +-- problem_id: v2p_c19_c03755bb7ca4fce8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "category_id", + COUNT(*) AS support +FROM "c19" +GROUP BY "category_id" +ORDER BY support ASC, "category_id" +LIMIT 10; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_9f4a5b7613c30ec7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_9f4a5b7613c30ec7.sql new file mode 100644 index 0000000000000000000000000000000000000000..caba5c30f58c94a66103a07012c8d61e362ab647 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_9f4a5b7613c30ec7.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c19_9f4a5b7613c30ec7 +-- problem_id: v2p_c19_df2da9451572f029 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "comments_disabled", SUM(CAST("likes" AS REAL)) AS group_value + FROM "c19" + GROUP BY "comments_disabled" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."comments_disabled", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_a099fa8f7d88a7bc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_a099fa8f7d88a7bc.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b16d03583aa50a5d0fd924a7baa033d86a22109 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_a099fa8f7d88a7bc.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_c19_a099fa8f7d88a7bc +-- problem_id: v2p_c19_a605ec77311a5472 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("dislikes" AS INTEGER) AS "dislikes", + NTILE(10) OVER (ORDER BY CAST("dislikes" AS INTEGER) DESC) AS tail_bucket + FROM "c19" +) +SELECT "dislikes" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "dislikes" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_a0b7c15cbfd0a163.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_a0b7c15cbfd0a163.sql new file mode 100644 index 0000000000000000000000000000000000000000..7dd1028acbd592a403535a68a8c2514ea30b7f81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_a0b7c15cbfd0a163.sql @@ -0,0 +1,64 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c19_a0b7c15cbfd0a163 +-- problem_id: v2p_c19_f6db65a097b72ca4 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "category_id", + CAST("views" AS REAL) AS "views_value", + ROW_NUMBER() OVER ( + PARTITION BY "category_id" + ORDER BY CAST("views" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "category_id" + ) AS "cnt" + FROM "c19" + WHERE "views" IS NOT NULL + AND TRIM("views") <> '' + AND "category_id" IS NOT NULL +), +"bounds" AS ( + SELECT + "category_id", + "cnt", + (1.0 + 0.95 * ("cnt" - 1)) AS "target_rank", + CAST(FLOOR(1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) AS "lower_rn", + CAST(CEIL(1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) AS "upper_rn" + FROM "ranked" + GROUP BY "category_id", "cnt" +), +"picked" AS ( + SELECT + r."category_id", + b."target_rank", + b."lower_rn", + b."upper_rn", + MAX(CASE WHEN r."rn" = b."lower_rn" THEN r."views_value" END) AS "lower_value", + MAX(CASE WHEN r."rn" = b."upper_rn" THEN r."views_value" END) AS "upper_value" + FROM "ranked" AS r + JOIN "bounds" AS b + ON r."category_id" = b."category_id" + GROUP BY + r."category_id", + b."target_rank", + b."lower_rn", + b."upper_rn" +) +SELECT + "category_id", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + ("target_rank" - "lower_rn") * ("upper_value" - "lower_value") + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_a1a17724713674c2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_a1a17724713674c2.sql new file mode 100644 index 0000000000000000000000000000000000000000..32b5863da50996d213d23ec0af073fa692106805 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_a1a17724713674c2.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_a1a17724713674c2 +-- problem_id: v2p_c19_d028b06301177e24 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "publish_time", + COUNT(*) AS support, + AVG("dislikes") AS avg_response +FROM "c19" +GROUP BY "publish_time" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_a63a2d80f95e7f60.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_a63a2d80f95e7f60.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f4b7ffdea3fea17401fdeea22b08bf870fe282b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_a63a2d80f95e7f60.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c19_a63a2d80f95e7f60 +-- problem_id: v2p_c19_f4689e18481d36ec +-- realization_mode: agent +-- source_kind: agent +SELECT + "comments_disabled", + "views", + SUM(CAST("likes" AS REAL)) AS total_measure, + SUM(CAST("likes" AS REAL)) * 100.0 / SUM(SUM(CAST("likes" AS REAL))) OVER (PARTITION BY "comments_disabled") AS share_within_group +FROM "c19" +GROUP BY "comments_disabled", "views" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_aaeec7410fe400e7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_aaeec7410fe400e7.sql new file mode 100644 index 0000000000000000000000000000000000000000..fdef42c3d5bd831cc7e07cc94c67540ac5baa9fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_aaeec7410fe400e7.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_c19_aaeec7410fe400e7 +-- problem_id: v2p_c19_29cde2f89c91e5be +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + "likes", + NTILE(10) OVER (ORDER BY CAST("likes" AS REAL) DESC) AS "tail_bucket" + FROM "c19" + WHERE "likes" IS NOT NULL +) +SELECT "likes" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("likes" AS REAL) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_b2dca328b682d54b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_b2dca328b682d54b.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b9adaed0e70bd33219f697437735abd096c6c15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_b2dca328b682d54b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c19_b2dca328b682d54b +-- problem_id: v2p_c19_27b19183163c486f +-- realization_mode: agent +-- source_kind: agent +SELECT "ratings_disabled", "channel_title", + SUM(CAST("dislikes" AS REAL)) AS total_measure, + SUM(CAST("dislikes" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST("dislikes" AS REAL))) OVER (PARTITION BY "ratings_disabled"), 0) AS share_within_group +FROM "c19" +GROUP BY "ratings_disabled", "channel_title" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_b46e7ae33f6235cb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_b46e7ae33f6235cb.sql new file mode 100644 index 0000000000000000000000000000000000000000..82b09c647b58a10172d53bdcd8b936a1da6c2083 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_b46e7ae33f6235cb.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c19_b46e7ae33f6235cb +-- problem_id: v2p_c19_b16076550449f245 +-- realization_mode: agent +-- source_kind: agent +SELECT "comments_disabled", + AVG(CASE WHEN "comments_disabled" = 'True' THEN 1 ELSE 0 END) AS condition_rate +FROM "c19" +GROUP BY "comments_disabled" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_b57aaf60e553884b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_b57aaf60e553884b.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f0ec9166119a89bde9c917f3eb7aaa63af3cc4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_b57aaf60e553884b.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c19_b57aaf60e553884b +-- problem_id: v2p_c19_3329ef96761ff143 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "category_id", SUM(CAST("views" AS REAL)) AS "group_value" + FROM "c19" + GROUP BY "category_id" +), "total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT "g"."category_id", "g"."group_value" +FROM "grouped" AS "g" +CROSS JOIN "total" AS "t" +WHERE "g"."group_value" > "t"."total_value" * 0.1 +ORDER BY "g"."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_b58ba0153e9976dd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_b58ba0153e9976dd.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e26ef49db943a1ca1a939b36ff404096cbc8635 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_b58ba0153e9976dd.sql @@ -0,0 +1,68 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c19_b58ba0153e9976dd +-- problem_id: v2p_c19_3b966530dfe971b0 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "comments_disabled" AS "group_col", + CAST(NULLIF("likes", '') AS REAL) AS "measure" + FROM "c19" + WHERE "comments_disabled" IS NOT NULL + AND NULLIF("likes", '') IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "base" +), +"params" AS ( + SELECT DISTINCT + "group_col", + "cnt", + (1 + 0.95 * ("cnt" - 1)) AS "pos", + CAST((1 + 0.95 * ("cnt" - 1)) AS INTEGER) AS "lower_rn", + CASE + WHEN (1 + 0.95 * ("cnt" - 1)) = CAST((1 + 0.95 * ("cnt" - 1)) AS INTEGER) + THEN CAST((1 + 0.95 * ("cnt" - 1)) AS INTEGER) + ELSE CAST((1 + 0.95 * ("cnt" - 1)) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ranked" + WHERE "cnt" >= 5 +), +"percentile_points" AS ( + SELECT + p."group_col", + p."pos", + p."lower_rn", + p."upper_rn", + MAX(CASE WHEN r."rn" = p."lower_rn" THEN r."measure" END) AS "lower_val", + MAX(CASE WHEN r."rn" = p."upper_rn" THEN r."measure" END) AS "upper_val" + FROM "params" AS p + JOIN "ranked" AS r + ON r."group_col" = p."group_col" + GROUP BY + p."group_col", + p."pos", + p."lower_rn", + p."upper_rn" +) +SELECT + "group_col" AS "comments_disabled", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_val" + ELSE "lower_val" + ("pos" - "lower_rn") * ("upper_val" - "lower_val") + END AS "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_bb912039a5e61ec9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_bb912039a5e61ec9.sql new file mode 100644 index 0000000000000000000000000000000000000000..ecfb88c9d8b5aa06263e6b19e9b7bff0de119abe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_bb912039a5e61ec9.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_bb912039a5e61ec9 +-- problem_id: v2p_c19_3293ba49ca1270a8 +-- realization_mode: agent +-- source_kind: agent +SELECT "comments_disabled", SUM(CAST("likes" AS NUMERIC)) AS total_measure +FROM "c19" +GROUP BY "comments_disabled" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_bc1115c25da9f2d5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_bc1115c25da9f2d5.sql new file mode 100644 index 0000000000000000000000000000000000000000..d665dcfb734138650a2b41b4dfcd687576a997ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_bc1115c25da9f2d5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_bc1115c25da9f2d5 +-- problem_id: v2p_c19_9a6a9c188cc00610 +-- realization_mode: agent +-- source_kind: agent +SELECT + "video_error_or_removed", + SUM(CAST("comment_count" AS INTEGER)) AS "total_measure" +FROM "c19" +GROUP BY "video_error_or_removed" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_bc5ee83705a011d3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_bc5ee83705a011d3.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b19e8a97e475ba7f5d56e4e98a8b4c3a2b5cc1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_bc5ee83705a011d3.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_bc5ee83705a011d3 +-- problem_id: v2p_c19_3b90b801f3e33505 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "trending_date", + COUNT(*) AS support, + AVG("comment_count") AS avg_response +FROM "c19" +GROUP BY "trending_date" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_bd42ab28c90eaf08.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_bd42ab28c90eaf08.sql new file mode 100644 index 0000000000000000000000000000000000000000..099e2f347bc3c7fc14412272b771b3c7a314de16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_bd42ab28c90eaf08.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_bd42ab28c90eaf08 +-- problem_id: v2p_c19_f3fc9f18502f3e03 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "channel_title", + COUNT(*) AS support, + AVG("dislikes") AS avg_response +FROM "c19" +GROUP BY "channel_title" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_bf6ef46671a26de6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_bf6ef46671a26de6.sql new file mode 100644 index 0000000000000000000000000000000000000000..fcea063a361ac393625ae17d907c4557f0badf96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_bf6ef46671a26de6.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_bf6ef46671a26de6 +-- problem_id: v2p_c19_c732d813b16247e2 +-- realization_mode: agent +-- source_kind: agent +SELECT "comments_disabled", SUM(CAST("likes" AS NUMERIC)) AS total_measure +FROM "c19" +GROUP BY "comments_disabled" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_c1d6a2fd7566702e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_c1d6a2fd7566702e.sql new file mode 100644 index 0000000000000000000000000000000000000000..8a40e34abc14b8d5f16f1517453bebe23fdc74fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_c1d6a2fd7566702e.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c19_c1d6a2fd7566702e +-- problem_id: v2p_c19_96d1126962abf502 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "comments_disabled", + SUM(CAST("likes" AS REAL)) AS group_value + FROM "c19" + GROUP BY "comments_disabled" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."comments_disabled", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_c2de2744c2ff1d5e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_c2de2744c2ff1d5e.sql new file mode 100644 index 0000000000000000000000000000000000000000..83219a6ee64b32d92aab93a469290ea0b9fbc910 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_c2de2744c2ff1d5e.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c19_c2de2744c2ff1d5e +-- problem_id: v2p_c19_4299db3dfceef84d +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "ratings_disabled", SUM(CAST("dislikes" AS REAL)) AS group_value + FROM "c19" + GROUP BY "ratings_disabled" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."ratings_disabled", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_c3a9f8dfcd06c587.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_c3a9f8dfcd06c587.sql new file mode 100644 index 0000000000000000000000000000000000000000..aedd550b2cc15417cc4c2699361cf7b620f0d9a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_c3a9f8dfcd06c587.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_c3a9f8dfcd06c587 +-- problem_id: v2p_c19_4dbc48ac32583c64 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "video_id", + COUNT(*) AS support, + AVG("views") AS avg_response +FROM "c19" +GROUP BY "video_id" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_c5aa6bebf4aeaa4b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_c5aa6bebf4aeaa4b.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf54f4272343a802e35d8ed12cbd0f04a35ff124 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_c5aa6bebf4aeaa4b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: missingness_structure +-- canonical_subitem_id: marginal_missing_rate_consistency +-- intended_facet_id: missing_indicator_distribution +-- variant_semantic_role: missing_indicator_view +-- template_id: tpl_missing_marginal_rate_profile +-- query_record_id: v2q_c19_c5aa6bebf4aeaa4b +-- problem_id: v2p_c19_4c68c7842346cc3e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "description" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "description" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c19"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_c93019f52036ff79.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_c93019f52036ff79.sql new file mode 100644 index 0000000000000000000000000000000000000000..607dd1492746b7b72602c31c5487567b1b1510ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_c93019f52036ff79.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c19_c93019f52036ff79 +-- problem_id: v2p_c19_7d5a9c6e4f107c0c +-- realization_mode: agent +-- source_kind: agent +SELECT + "ratings_disabled", + COUNT(*) AS support +FROM "c19" +GROUP BY "ratings_disabled" +ORDER BY support ASC, "ratings_disabled" +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_c9ff37bf3e28659f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_c9ff37bf3e28659f.sql new file mode 100644 index 0000000000000000000000000000000000000000..abb9eb6c361c45c06c20bfc9cb16b63c67396350 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_c9ff37bf3e28659f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_c9ff37bf3e28659f +-- problem_id: v2p_c19_6045a7583a6671f0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "title", + COUNT(*) AS support, + AVG("comment_count") AS avg_response +FROM "c19" +GROUP BY "title" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_cddbf4ae2cb8b6c0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_cddbf4ae2cb8b6c0.sql new file mode 100644 index 0000000000000000000000000000000000000000..281b10f6a9937c786806d1a57c64d0a51f55f1e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_cddbf4ae2cb8b6c0.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c19_cddbf4ae2cb8b6c0 +-- problem_id: v2p_c19_faa042a107328a7d +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "ratings_disabled", + SUM(CASE WHEN "ratings_disabled" = 'False' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "ratings_disabled" = 'True' THEN 1 ELSE 0 END) AS denominator_count + FROM "c19" + GROUP BY "ratings_disabled" +) +SELECT "ratings_disabled", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d08c54697414301e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d08c54697414301e.sql new file mode 100644 index 0000000000000000000000000000000000000000..d881a30ac176bd7f17a7a805c008b7e465e756d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d08c54697414301e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_d08c54697414301e +-- problem_id: v2p_c19_1f82695a563d146f +-- realization_mode: agent +-- source_kind: agent +SELECT "category_id", SUM(CAST("views" AS REAL)) AS total_measure +FROM "c19" +GROUP BY "category_id" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d0dce6a301daf44e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d0dce6a301daf44e.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb9d22d053059233b3a7c1c21a18993df80e2e25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d0dce6a301daf44e.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c19_d0dce6a301daf44e +-- problem_id: v2p_c19_f93dacfbed7d0ed2 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "video_error_or_removed", SUM(CAST("comment_count" AS REAL)) AS group_value + FROM "c19" + GROUP BY "video_error_or_removed" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."video_error_or_removed", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d1201d87215e10f5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d1201d87215e10f5.sql new file mode 100644 index 0000000000000000000000000000000000000000..e552f66353d82d0fe3b5d4f1bcff9968e79ab1dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d1201d87215e10f5.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_c19_d1201d87215e10f5 +-- problem_id: v2p_c19_855d7d70ed932447 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("dislikes" AS REAL) <= 1938.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "c19"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d255c1ec2b3e7a41.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d255c1ec2b3e7a41.sql new file mode 100644 index 0000000000000000000000000000000000000000..c8b8da35e81960aba0024bbfd5243f8a83826656 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d255c1ec2b3e7a41.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_c19_d255c1ec2b3e7a41 +-- problem_id: v2p_c19_ee13c74a9284965e +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT CAST("comment_count" AS INTEGER) AS "comment_count", + NTILE(10) OVER (ORDER BY CAST("comment_count" AS INTEGER) DESC) AS "tail_bucket" + FROM "c19" +) +SELECT "comment_count" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "comment_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d3f03f318c640b05.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d3f03f318c640b05.sql new file mode 100644 index 0000000000000000000000000000000000000000..4638adffbff3e22031a1da9cea5ccb6358def601 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d3f03f318c640b05.sql @@ -0,0 +1,58 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c19_d3f03f318c640b05 +-- problem_id: v2p_c19_eac824ef7ebd6d31 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "comments_disabled", + CAST("likes" AS REAL) AS "likes_value", + ROW_NUMBER() OVER ( + PARTITION BY "comments_disabled" + ORDER BY CAST("likes" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "comments_disabled") AS "cnt" + FROM "c19" + WHERE "likes" IS NOT NULL + AND TRIM("likes") <> '' +), +"positions" AS ( + SELECT + "comments_disabled", + (1.0 + 0.9 * ("cnt" - 1)) AS "pos", + CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) AS "lower_rn", + CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) + + CASE + WHEN (1.0 + 0.9 * ("cnt" - 1)) > CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) THEN 1 + ELSE 0 + END AS "upper_rn" + FROM "ranked" + GROUP BY "comments_disabled", "cnt" +) +SELECT + p."comments_disabled", + CASE + WHEN p."lower_rn" = p."upper_rn" THEN + MAX(CASE WHEN r."rn" = p."lower_rn" THEN r."likes_value" END) + ELSE + MAX(CASE WHEN r."rn" = p."lower_rn" THEN r."likes_value" END) * (p."upper_rn" - p."pos") + + MAX(CASE WHEN r."rn" = p."upper_rn" THEN r."likes_value" END) * (p."pos" - p."lower_rn") + END AS "percentile_measure" +FROM "positions" AS p +JOIN "ranked" AS r + ON r."comments_disabled" = p."comments_disabled" + AND r."rn" IN (p."lower_rn", p."upper_rn") +GROUP BY + p."comments_disabled", + p."pos", + p."lower_rn", + p."upper_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d4ea80bfbca4fe98.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d4ea80bfbca4fe98.sql new file mode 100644 index 0000000000000000000000000000000000000000..31a4f799a0f0e38536a20ec6f8706bbbe759e807 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d4ea80bfbca4fe98.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c19_d4ea80bfbca4fe98 +-- problem_id: v2p_c19_829820fe081e3a3c +-- realization_mode: agent +-- source_kind: agent +SELECT "category_id", + AVG(CASE WHEN "category_id" = '10' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c19" +GROUP BY "category_id" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d63f3673bfbe3508.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d63f3673bfbe3508.sql new file mode 100644 index 0000000000000000000000000000000000000000..0bbff984ffa19d5d9e1f9a57c1fb3e138a733d25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d63f3673bfbe3508.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c19_d63f3673bfbe3508 +-- problem_id: v2p_c19_965f8d1a860a61c3 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "comments_disabled", + SUM(CASE WHEN "comments_disabled" = 'False' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "comments_disabled" = 'True' THEN 1 ELSE 0 END) AS denominator_count + FROM "c19" + GROUP BY "comments_disabled" +) +SELECT "comments_disabled", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d6633e32491a79a2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d6633e32491a79a2.sql new file mode 100644 index 0000000000000000000000000000000000000000..5789b39dc1e9d195d9eeb2445a7998079acb558a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d6633e32491a79a2.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c19_d6633e32491a79a2 +-- problem_id: v2p_c19_5e358e2a230b0eaa +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "category_id", + CAST("views" AS REAL) AS "views_num", + ROW_NUMBER() OVER ( + PARTITION BY "category_id" + ORDER BY CAST("views" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "category_id" + ) AS "cnt" + FROM "c19" + WHERE "category_id" IS NOT NULL + AND "views" IS NOT NULL + AND TRIM("views") <> '' +), +"targets" AS ( + SELECT + "category_id", + MIN("rn") AS "target_rn" + FROM "ranked" + WHERE "rn" >= 0.95 * "cnt" + GROUP BY "category_id" +) +SELECT + r."category_id", + r."views_num" AS "percentile_measure" +FROM "ranked" AS r +JOIN "targets" AS t + ON r."category_id" = t."category_id" + AND r."rn" = t."target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d680849df73b67fb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d680849df73b67fb.sql new file mode 100644 index 0000000000000000000000000000000000000000..632cc904070a9a7312692e6c464fe0a3d6a82792 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d680849df73b67fb.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c19_d680849df73b67fb +-- problem_id: v2p_c19_03159b2bdc0d78ec +-- realization_mode: agent +-- source_kind: agent +SELECT + "category_id", + COUNT(*) AS "support" +FROM "c19" +GROUP BY "category_id" +ORDER BY "support" ASC, "category_id" +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d6d73cf79308d033.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d6d73cf79308d033.sql new file mode 100644 index 0000000000000000000000000000000000000000..a851b032e7b61870510f070ea8cc13acf6d5dc3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d6d73cf79308d033.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c19_d6d73cf79308d033 +-- problem_id: v2p_c19_59dc9aa4adc13263 +-- realization_mode: agent +-- source_kind: agent +SELECT "category_id", + AVG(CASE WHEN "category_id" = '24' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c19" +GROUP BY "category_id" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d7de79cfcd9efe5d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d7de79cfcd9efe5d.sql new file mode 100644 index 0000000000000000000000000000000000000000..e28832dc780e02c60fdc530cf0c71b67ac7652ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d7de79cfcd9efe5d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c19_d7de79cfcd9efe5d +-- problem_id: v2p_c19_fe9b981c204beae3 +-- realization_mode: agent +-- source_kind: agent +SELECT "video_error_or_removed", + AVG(CASE WHEN "video_error_or_removed" = 'True' THEN 1 ELSE 0 END) AS condition_rate +FROM "c19" +GROUP BY "video_error_or_removed" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d87b6ab007c74047.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d87b6ab007c74047.sql new file mode 100644 index 0000000000000000000000000000000000000000..1433ac37a10d2ebed9809f7f0d630b4708449684 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_d87b6ab007c74047.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c19_d87b6ab007c74047 +-- problem_id: v2p_c19_5b12bef04446c3ad +-- realization_mode: agent +-- source_kind: agent +SELECT "comments_disabled", "ratings_disabled", COUNT(*) AS "row_count" +FROM "c19" +WHERE "category_id" = '23' +GROUP BY "comments_disabled", "ratings_disabled" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_da87286ed8ad74a0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_da87286ed8ad74a0.sql new file mode 100644 index 0000000000000000000000000000000000000000..f5a3fcc7abccc774bbe99ad881f14ca8b37126c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_da87286ed8ad74a0.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_da87286ed8ad74a0 +-- problem_id: v2p_c19_8fb89a1fd5dfff09 +-- realization_mode: agent +-- source_kind: agent +SELECT "video_error_or_removed", SUM(CAST("comment_count" AS INTEGER)) AS "total_measure" +FROM "c19" +GROUP BY "video_error_or_removed" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_dad477a053f2cf30.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_dad477a053f2cf30.sql new file mode 100644 index 0000000000000000000000000000000000000000..50d956207f9d2b3c6b083e84f3778c1453161e4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_dad477a053f2cf30.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c19_dad477a053f2cf30 +-- problem_id: v2p_c19_d95cd246b6a73d63 +-- realization_mode: agent +-- source_kind: agent +SELECT "comments_disabled", COUNT(*) AS "row_count" +FROM "c19" +GROUP BY "comments_disabled" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_daf9f6822b97f1ea.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_daf9f6822b97f1ea.sql new file mode 100644 index 0000000000000000000000000000000000000000..4cf62eb8f0371db9362056834f22a70ceef328fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_daf9f6822b97f1ea.sql @@ -0,0 +1,69 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c19_daf9f6822b97f1ea +-- problem_id: v2p_c19_d00bb2d80874a5fa +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "comments_disabled", + CAST("likes" AS REAL) AS "likes_num" + FROM "c19" + WHERE "comments_disabled" IS NOT NULL + AND "likes" IS NOT NULL + AND TRIM("likes") <> '' +), +"ranked" AS ( + SELECT + "comments_disabled", + "likes_num", + ROW_NUMBER() OVER ( + PARTITION BY "comments_disabled" + ORDER BY "likes_num" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "comments_disabled" + ) AS "n" + FROM "base" +), +"positions" AS ( + SELECT DISTINCT + "comments_disabled", + "n", + (0.95 * ("n" - 1)) AS "base_pos", + (CAST(0.95 * ("n" - 1) AS INTEGER) + 1) AS "lo_idx", + ( + CAST(0.95 * ("n" - 1) AS INTEGER) + 1 + + CASE + WHEN (0.95 * ("n" - 1)) > CAST(0.95 * ("n" - 1) AS INTEGER) THEN 1 + ELSE 0 + END + ) AS "hi_idx", + ((0.95 * ("n" - 1)) - CAST(0.95 * ("n" - 1) AS INTEGER)) AS "frac" + FROM "ranked" +), +"percentiles" AS ( + SELECT + p."comments_disabled", + MAX(CASE WHEN r."rn" = p."lo_idx" THEN r."likes_num" END) AS "lo_value", + MAX(CASE WHEN r."rn" = p."hi_idx" THEN r."likes_num" END) AS "hi_value", + MAX(p."frac") AS "frac", + MAX(p."n") AS "group_size" + FROM "positions" AS p + JOIN "ranked" AS r + ON r."comments_disabled" = p."comments_disabled" + GROUP BY p."comments_disabled" +) +SELECT + "comments_disabled", + ("lo_value" + ("frac" * ("hi_value" - "lo_value"))) AS "percentile_measure" +FROM "percentiles" +WHERE "group_size" >= 5 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_dbe214f38e6ea90a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_dbe214f38e6ea90a.sql new file mode 100644 index 0000000000000000000000000000000000000000..aee3b56222a6b31d1acd6f587eb5aa1d7caad448 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_dbe214f38e6ea90a.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c19_dbe214f38e6ea90a +-- problem_id: v2p_c19_dd4d72a57b40433e +-- realization_mode: agent +-- source_kind: agent +SELECT "comments_disabled", "views", + SUM(CAST(NULLIF("likes", '') AS REAL)) AS total_measure, + SUM(CAST(NULLIF("likes", '') AS REAL)) * 100.0 / + SUM(SUM(CAST(NULLIF("likes", '') AS REAL))) OVER (PARTITION BY "comments_disabled") AS share_within_group +FROM "c19" +GROUP BY "comments_disabled", "views" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_dd650579cc48fdbb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_dd650579cc48fdbb.sql new file mode 100644 index 0000000000000000000000000000000000000000..998c357825ecca64e95df3eeae4c3380d0eae360 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_dd650579cc48fdbb.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c19_dd650579cc48fdbb +-- problem_id: v2p_c19_d716668faa972714 +-- realization_mode: agent +-- source_kind: agent +SELECT "ratings_disabled", "likes", + SUM(CAST("dislikes" AS REAL)) AS "total_measure", + SUM(CAST("dislikes" AS REAL)) * 100.0 / SUM(SUM(CAST("dislikes" AS REAL))) OVER (PARTITION BY "ratings_disabled") AS "share_within_group" +FROM "c19" +GROUP BY "ratings_disabled", "likes" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_dec33bc9d38eda82.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_dec33bc9d38eda82.sql new file mode 100644 index 0000000000000000000000000000000000000000..da2eb7314cf014f5e4c92c103b2259cd474eb4f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_dec33bc9d38eda82.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c19_dec33bc9d38eda82 +-- problem_id: v2p_c19_fc12160c1c9c6053 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "video_error_or_removed", + SUM(CASE WHEN "video_error_or_removed" = 'False' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "video_error_or_removed" = 'True' THEN 1 ELSE 0 END) AS denominator_count + FROM "c19" + GROUP BY "video_error_or_removed" +) +SELECT "video_error_or_removed", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e0f818f5aecdf438.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e0f818f5aecdf438.sql new file mode 100644 index 0000000000000000000000000000000000000000..4743900cbdff772fd0bbf1bc500c2342ff2edd3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e0f818f5aecdf438.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c19_e0f818f5aecdf438 +-- problem_id: v2p_c19_e42c11b8e4a0b89f +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "comments_disabled", SUM(CAST("likes" AS REAL)) AS group_value + FROM "c19" + GROUP BY "comments_disabled" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."comments_disabled", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e0ff39c0683a24c0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e0ff39c0683a24c0.sql new file mode 100644 index 0000000000000000000000000000000000000000..f301716fc9da38a496d44a5a006be2397d6b62ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e0ff39c0683a24c0.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c19_e0ff39c0683a24c0 +-- problem_id: v2p_c19_2291b5e30ecaec41 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "video_error_or_removed", + AVG(CAST("comment_count" AS REAL)) OVER (PARTITION BY "video_error_or_removed") AS avg_measure +FROM "c19" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e12d5c0abc9f7c8c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e12d5c0abc9f7c8c.sql new file mode 100644 index 0000000000000000000000000000000000000000..75a574105fe048723ff3862363c47f74bfe1f6be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e12d5c0abc9f7c8c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_e12d5c0abc9f7c8c +-- problem_id: v2p_c19_ff09235d04a6de39 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "thumbnail_link", + COUNT(*) AS support, + AVG("views") AS avg_response +FROM "c19" +GROUP BY "thumbnail_link" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e22a739d057f0033.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e22a739d057f0033.sql new file mode 100644 index 0000000000000000000000000000000000000000..89804672372365532a634d9637d896cdf522ef75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e22a739d057f0033.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c19_e22a739d057f0033 +-- problem_id: v2p_c19_ac3b035441dd1a98 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "video_error_or_removed", SUM(CAST("comment_count" AS REAL)) AS group_value + FROM "c19" + GROUP BY "video_error_or_removed" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."video_error_or_removed", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e33f448a2f19a3d7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e33f448a2f19a3d7.sql new file mode 100644 index 0000000000000000000000000000000000000000..bb7bdec4c1bc230d77f3d6b0004eaabfa02f72ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e33f448a2f19a3d7.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c19_e33f448a2f19a3d7 +-- problem_id: v2p_c19_796078b7372eb8d4 +-- realization_mode: agent +-- source_kind: agent +SELECT "ratings_disabled", COUNT(*) AS "row_count" +FROM "c19" +GROUP BY "ratings_disabled" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e6ce15e6e5ba8375.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e6ce15e6e5ba8375.sql new file mode 100644 index 0000000000000000000000000000000000000000..7bf59e47f8530a1e49f8f51ffa0f302ea6362883 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e6ce15e6e5ba8375.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_c19_e6ce15e6e5ba8375 +-- problem_id: v2p_c19_36679a878a65befe +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "comment_count", + NTILE(10) OVER (ORDER BY CAST("comment_count" AS INTEGER) DESC) AS tail_bucket + FROM "c19" +) +SELECT "comment_count" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("comment_count" AS INTEGER) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e6ff1498576e8e8e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e6ff1498576e8e8e.sql new file mode 100644 index 0000000000000000000000000000000000000000..bfa9420f090003d7b37e188aba7cfcc3dc135169 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e6ff1498576e8e8e.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_c19_e6ff1498576e8e8e +-- problem_id: v2p_c19_eae1181f6bc9de4c +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("comment_count" AS REAL) <= 5755.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "c19"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e7294b7cb326b4da.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e7294b7cb326b4da.sql new file mode 100644 index 0000000000000000000000000000000000000000..d416ef9cb3b2d981046d2a7d6f9d2b0064142f1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e7294b7cb326b4da.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_c19_e7294b7cb326b4da +-- problem_id: v2p_c19_24ea697518480768 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("likes" AS REAL) <= 55417.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "c19"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e8ef5fe19cd5fc23.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e8ef5fe19cd5fc23.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9d1deddc9b62b20856e4a71c1a5d5cc7484a019 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e8ef5fe19cd5fc23.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_c19_e8ef5fe19cd5fc23 +-- problem_id: v2p_c19_4d51c3df0061e831 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("views" AS REAL) <= 1823157.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "c19"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e982c2b670d8036b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e982c2b670d8036b.sql new file mode 100644 index 0000000000000000000000000000000000000000..1aa258baa7c120f93cb50b0d5b32cfad10ec8231 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_e982c2b670d8036b.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_e982c2b670d8036b +-- problem_id: v2p_c19_26148f24ed3049de +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ratings_disabled" AS value_label, COUNT(*) AS support + FROM "c19" + GROUP BY "ratings_disabled" +), 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_d/c19/sql/v2q_c19_ea6203f4d7a14d26.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_ea6203f4d7a14d26.sql new file mode 100644 index 0000000000000000000000000000000000000000..509d3f0d80e437f8a70de4fddbb2f331c75a1c96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_ea6203f4d7a14d26.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c19_ea6203f4d7a14d26 +-- problem_id: v2p_c19_f8d48dae1e29ffab +-- realization_mode: agent +-- source_kind: agent +SELECT + "video_error_or_removed", + "dislikes", + SUM(CAST("comment_count" AS REAL)) AS total_measure, + SUM(CAST("comment_count" AS REAL)) * 100.0 / SUM(SUM(CAST("comment_count" AS REAL))) OVER (PARTITION BY "video_error_or_removed") AS share_within_group +FROM "c19" +GROUP BY "video_error_or_removed", "dislikes" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_ed18a6fec16ffb12.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_ed18a6fec16ffb12.sql new file mode 100644 index 0000000000000000000000000000000000000000..67af88629287962eda8e563624904a5f1d173ffe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_ed18a6fec16ffb12.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_ed18a6fec16ffb12 +-- problem_id: v2p_c19_3defd57f5a5e3b69 +-- realization_mode: agent +-- source_kind: agent +SELECT "comments_disabled", SUM(CAST("likes" AS NUMERIC)) AS total_measure +FROM "c19" +GROUP BY "comments_disabled" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_eee26ddabd9def2a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_eee26ddabd9def2a.sql new file mode 100644 index 0000000000000000000000000000000000000000..f099894e450d7fe79cebc789e959c44db6a90786 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_eee26ddabd9def2a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c19_eee26ddabd9def2a +-- problem_id: v2p_c19_3607060e09874cf8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "comments_disabled", + COUNT(*) AS total_rows, + SUM(CASE WHEN "description" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "description" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c19" +GROUP BY "comments_disabled" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_ef00f048655e082c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_ef00f048655e082c.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e5164be39c42f1beb24d048a710aab1de01c0ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_ef00f048655e082c.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_c19_ef00f048655e082c +-- problem_id: v2p_c19_791d905285f85ed3 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("dislikes" AS REAL) <= 1938.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "c19"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f1e86fbfeb77a726.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f1e86fbfeb77a726.sql new file mode 100644 index 0000000000000000000000000000000000000000..6aa21821298fa82ec87067aad0c0bb6ab108515e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f1e86fbfeb77a726.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c19_f1e86fbfeb77a726 +-- problem_id: v2p_c19_061ad322fd00698e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ratings_disabled", + COUNT(*) AS total_rows, + SUM(CASE WHEN "description" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "description" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c19" +GROUP BY "ratings_disabled" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f210dbbfb340e6f1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f210dbbfb340e6f1.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf3ff65423180b8c2bc39d5eb1b350bb3f7bc797 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f210dbbfb340e6f1.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_target_interaction +-- variant_semantic_role: missing_target_interaction +-- template_id: tpl_missing_target_interaction +-- query_record_id: v2q_c19_f210dbbfb340e6f1 +-- problem_id: v2p_c19_89e53f31381ea15b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "comments_disabled", + COUNT(*) AS total_rows, + SUM(CASE WHEN "description" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "description" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c19" +GROUP BY "comments_disabled" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f26726762ab7122e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f26726762ab7122e.sql new file mode 100644 index 0000000000000000000000000000000000000000..f8d1fe92b866d2540321e150ff07704194a188eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f26726762ab7122e.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_c19_f26726762ab7122e +-- problem_id: v2p_c19_e23e6921d305e973 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("comment_count" AS REAL) <= 5755.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "c19"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f3e2e37a547773ee.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f3e2e37a547773ee.sql new file mode 100644 index 0000000000000000000000000000000000000000..f162f7feb97e5ff943a7b41f7b65eea0787d1108 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f3e2e37a547773ee.sql @@ -0,0 +1,67 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c19_f3e2e37a547773ee +-- problem_id: v2p_c19_e4239fa83c497ccc +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "video_error_or_removed" AS "group_col", + CAST("comment_count" AS REAL) AS "measure_col" + FROM "c19" + WHERE "video_error_or_removed" IS NOT NULL + AND "comment_count" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER ( + PARTITION BY "group_col" + ORDER BY "measure_col" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "group_col" + ) AS "cnt" + FROM "base" +), +"targets" AS ( + SELECT DISTINCT + "group_col", + ((0.9 * ("cnt" - 1)) + 1.0) AS "target_rn", + CAST(((0.9 * ("cnt" - 1)) + 1.0) AS INTEGER) AS "lower_rn", + CASE + WHEN CAST(((0.9 * ("cnt" - 1)) + 1.0) AS INTEGER) < ((0.9 * ("cnt" - 1)) + 1.0) + THEN CAST(((0.9 * ("cnt" - 1)) + 1.0) AS INTEGER) + 1 + ELSE CAST(((0.9 * ("cnt" - 1)) + 1.0) AS INTEGER) + END AS "upper_rn" + FROM "ranked" +), +"picked" AS ( + SELECT + t."group_col", + t."target_rn", + MAX(CASE WHEN r."rn" = t."lower_rn" THEN r."measure_col" END) AS "lower_val", + MAX(CASE WHEN r."rn" = t."upper_rn" THEN r."measure_col" END) AS "upper_val" + FROM "targets" AS t + JOIN "ranked" AS r + ON r."group_col" = t."group_col" + GROUP BY t."group_col", t."target_rn" +) +SELECT + "group_col" AS "video_error_or_removed", + CASE + WHEN "lower_val" IS NULL THEN NULL + WHEN "upper_val" IS NULL THEN "lower_val" + WHEN "target_rn" = CAST("target_rn" AS INTEGER) THEN "lower_val" + ELSE "lower_val" + (("target_rn" - CAST("target_rn" AS INTEGER)) * ("upper_val" - "lower_val")) + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f45348b1f05224af.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f45348b1f05224af.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f857a94a4a3b497eaebac42a67ef3fdd20e6b21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f45348b1f05224af.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c19_f45348b1f05224af +-- problem_id: v2p_c19_c22a920780838955 +-- realization_mode: agent +-- source_kind: agent +SELECT "category_id", "video_error_or_removed", COUNT(*) AS "row_count" +FROM "c19" +WHERE "trending_date" = '17.03.12' +GROUP BY "category_id", "video_error_or_removed" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f56aa36b1ab29552.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f56aa36b1ab29552.sql new file mode 100644 index 0000000000000000000000000000000000000000..a93cd7768d4b0fe512cde47a8aa1579c64176926 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f56aa36b1ab29552.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c19_f56aa36b1ab29552 +-- problem_id: v2p_c19_fff888d806cd46b5 +-- realization_mode: agent +-- source_kind: agent +SELECT "video_error_or_removed", COUNT(*) AS row_count +FROM "c19" +GROUP BY "video_error_or_removed" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f66908c927c86c87.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f66908c927c86c87.sql new file mode 100644 index 0000000000000000000000000000000000000000..77e33c339afda91091825c5736f24f18cfa060b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f66908c927c86c87.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c19_f66908c927c86c87 +-- problem_id: v2p_c19_8ed53f7a23574501 +-- realization_mode: agent +-- source_kind: agent +SELECT "category_id", + AVG(CASE WHEN "category_id" = '10' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c19" +GROUP BY "category_id" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f6c517e96c63529e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f6c517e96c63529e.sql new file mode 100644 index 0000000000000000000000000000000000000000..7f3b2c7573f5a5aa0404f06b92e768d734b3ed1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f6c517e96c63529e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_f6c517e96c63529e +-- problem_id: v2p_c19_80bdbebe6eb7c186 +-- realization_mode: agent +-- source_kind: agent +SELECT "video_error_or_removed", SUM(CAST("comment_count" AS NUMERIC)) AS total_measure +FROM "c19" +GROUP BY "video_error_or_removed" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f7b64ea6211465cc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f7b64ea6211465cc.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c48fd80a303f6012b4d799b24d04e2301894e31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f7b64ea6211465cc.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c19_f7b64ea6211465cc +-- problem_id: v2p_c19_50e64ce164210009 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ratings_disabled", + COUNT(*) AS "support" +FROM "c19" +GROUP BY "ratings_disabled" +ORDER BY "support" ASC, "ratings_disabled" +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f8e78cacb17fe025.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f8e78cacb17fe025.sql new file mode 100644 index 0000000000000000000000000000000000000000..7a3d448e5c48f8fd034115aec456a3f119df0218 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f8e78cacb17fe025.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- 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_c19_f8e78cacb17fe025 +-- problem_id: v2p_c19_8f7182c33ebbe04c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "views", + COUNT(*) AS support, + AVG("dislikes") AS avg_response +FROM "c19" +GROUP BY "views" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f9420c287958eb93.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f9420c287958eb93.sql new file mode 100644 index 0000000000000000000000000000000000000000..a7ac1ed245805bcc9137526ef6f4caa3c31b8f49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f9420c287958eb93.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c19_f9420c287958eb93 +-- problem_id: v2p_c19_3d93170d6a323f00 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "comments_disabled", + SUM(CASE WHEN "comments_disabled" = 'False' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "comments_disabled" = 'True' THEN 1 ELSE 0 END) AS denominator_count + FROM "c19" + GROUP BY "comments_disabled" +) +SELECT "comments_disabled", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f950b6c836a49181.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f950b6c836a49181.sql new file mode 100644 index 0000000000000000000000000000000000000000..b60a65ea95db47a44dfa9777365b0deaff28eb13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_f950b6c836a49181.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_target_interaction +-- variant_semantic_role: missing_target_interaction +-- template_id: tpl_missing_target_interaction +-- query_record_id: v2q_c19_f950b6c836a49181 +-- problem_id: v2p_c19_9daa7609ae8dd341 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "video_error_or_removed", + COUNT(*) AS total_rows, + SUM(CASE WHEN "description" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "description" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c19" +GROUP BY "video_error_or_removed" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_fd8bc688cb59e94c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_fd8bc688cb59e94c.sql new file mode 100644 index 0000000000000000000000000000000000000000..a1fb9f189a7a6a8d0651a55f197fe7a8edd8a4ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_fd8bc688cb59e94c.sql @@ -0,0 +1,65 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c19_fd8bc688cb59e94c +-- problem_id: v2p_c19_b375f85be1919747 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "video_error_or_removed" AS "group_col", + CAST(NULLIF("comment_count", '') AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "video_error_or_removed" + ORDER BY CAST(NULLIF("comment_count", '') AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "video_error_or_removed" + ) AS "cnt" + FROM "c19" + WHERE NULLIF("comment_count", '') IS NOT NULL +), +"pos" AS ( + SELECT DISTINCT + "group_col", + ((0.95 * ("cnt" - 1)) + 1.0) AS "pos", + CAST(((0.95 * ("cnt" - 1)) + 1.0) AS INTEGER) AS "lower_rn", + CASE + WHEN ((0.95 * ("cnt" - 1)) + 1.0) > CAST(((0.95 * ("cnt" - 1)) + 1.0) AS INTEGER) + THEN CAST(((0.95 * ("cnt" - 1)) + 1.0) AS INTEGER) + 1 + ELSE CAST(((0.95 * ("cnt" - 1)) + 1.0) AS INTEGER) + END AS "upper_rn" + FROM "ranked" + WHERE "cnt" >= 5 +), +"picked" AS ( + SELECT + p."group_col", + p."pos", + p."lower_rn", + p."upper_rn", + MAX(CASE WHEN r."rn" = p."lower_rn" THEN r."measure" END) AS "lower_value", + MAX(CASE WHEN r."rn" = p."upper_rn" THEN r."measure" END) AS "upper_value" + FROM "pos" p + JOIN "ranked" r + ON r."group_col" = p."group_col" + GROUP BY + p."group_col", + p."pos", + p."lower_rn", + p."upper_rn" +) +SELECT + "group_col" AS "video_error_or_removed", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + ("pos" - "lower_rn") * ("upper_value" - "lower_value") + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_fecb93314e9b2797.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_fecb93314e9b2797.sql new file mode 100644 index 0000000000000000000000000000000000000000..4cd79284b2027d573c7312cd24b9766802fa4412 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c19/sql/v2q_c19_fecb93314e9b2797.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c19 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c19_fecb93314e9b2797 +-- problem_id: v2p_c19_53dd1598b8a8b8b3 +-- realization_mode: agent +-- source_kind: agent +WITH "agg" AS ( + SELECT + "comments_disabled", + "thumbnail_link", + SUM(CAST("likes" AS REAL)) AS "total_measure" + FROM "c19" + GROUP BY "comments_disabled", "thumbnail_link" +) +SELECT + "comments_disabled", + "thumbnail_link", + "total_measure", + "total_measure" * 100.0 / SUM("total_measure") OVER (PARTITION BY "comments_disabled") AS "share_within_group" +FROM "agg" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_000ca3051527f46d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_000ca3051527f46d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd0eeb88e5b6196f8e329d8115ebe70a94ab6ccc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_000ca3051527f46d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5850, "bytes_utf8": 5850, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 611, "bytes_utf8": 611, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13808, "cached_input_tokens": 12672, "output_tokens": 499, "reasoning_output_tokens": 336}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_000ca3051527f46d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_000ca3051527f46d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c63aefc0ae70f6fef0ba28584a2b4ff022c2c508 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_000ca3051527f46d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_000ca3051527f46d", + "api_calls": 0, + "input_tokens": 13808, + "cached_input_tokens": 12672, + "output_tokens": 499, + "total_tokens": 14307, + "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": 13222.37, + "sql_execution_elapsed_ms_total": 2.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_000ca3051527f46d/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_d/m4/artifacts/v2q_m4_000ca3051527f46d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_000ca3051527f46d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..34bc7f56f976a2a9ac02c56151a97bb54a5fd403 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_000ca3051527f46d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:43.370699+00:00", + "ended_at": "2026-05-19T15:41:56.593108+00:00", + "elapsed_ms": 13222.37, + "prompt_metrics": { + "chars": 5850, + "bytes_utf8": 5850, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 982, + "bytes_utf8": 982, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 611, + "bytes_utf8": 611, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13808, + "cached_input_tokens": 12672, + "output_tokens": 499, + "reasoning_output_tokens": 336 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_000ca3051527f46d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_000ca3051527f46d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e36c9192fb2c61c257ac504547ee3457838d636c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_000ca3051527f46d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_d/m4/artifacts/v2q_m4_000ca3051527f46d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_000ca3051527f46d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d5e6ec6a35e718ca0c77fa5f2d04501bf234aa2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_000ca3051527f46d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-6d5f-7e53-943a-1687d97f9edc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"children\\\", SUM(CAST(\\\"bmi\\\" AS REAL)) AS group_value\\n FROM \\\"m4\\\"\\n GROUP BY \\\"children\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"children\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the planned Relative-to-Total Extreme Threshold template with group_col=\\\"children\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13808,"cached_input_tokens":12672,"output_tokens":499,"reasoning_output_tokens":336}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_000ca3051527f46d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_000ca3051527f46d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbf0c0eec40915d07ac582b713c709746f11d689 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_000ca3051527f46d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"children\", SUM(CAST(\"bmi\" AS REAL)) AS group_value\n FROM \"m4\"\n GROUP BY \"children\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"children\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Used the planned Relative-to-Total Extreme Threshold template with group_col=\"children\" and measure_col=\"bmi\". Cast \"bmi\" from TEXT to REAL for SQLite numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_000ca3051527f46d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_000ca3051527f46d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0094e2309060cdf8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0094e2309060cdf8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4af06371ee6fc24e1442c6c3bf42e4e0c06713ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0094e2309060cdf8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5606, "bytes_utf8": 5606, "lines": 184, "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": 467, "bytes_utf8": 467, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13767, "cached_input_tokens": 12032, "output_tokens": 479, "reasoning_output_tokens": 348}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0094e2309060cdf8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0094e2309060cdf8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..84230875e24abc3a5daef82a66e4185e7752be34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0094e2309060cdf8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_0094e2309060cdf8", + "api_calls": 0, + "input_tokens": 13767, + "cached_input_tokens": 12032, + "output_tokens": 479, + "total_tokens": 14246, + "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": 18114.93, + "sql_execution_elapsed_ms_total": 1.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0094e2309060cdf8/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_d/m4/artifacts/v2q_m4_0094e2309060cdf8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0094e2309060cdf8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..91e17dea3cdcd5e6e008d61a98fc4678bd8a07da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0094e2309060cdf8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:28.110186+00:00", + "ended_at": "2026-05-19T15:39:46.225149+00:00", + "elapsed_ms": 18114.93, + "prompt_metrics": { + "chars": 5606, + "bytes_utf8": 5606, + "lines": 184, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1512, + "bytes_utf8": 1512, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 467, + "bytes_utf8": 467, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13767, + "cached_input_tokens": 12032, + "output_tokens": 479, + "reasoning_output_tokens": 348 + } + }, + "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_d/m4/artifacts/v2q_m4_0094e2309060cdf8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0094e2309060cdf8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43f64d4a1f9e50fb0058730ee8817820e07fcfa7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0094e2309060cdf8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=sex, group_col_2=smoker.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "predicate_col": "charges", + "predicate_op": ">=", + "predicate_value": 16577.7795, + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_0094e2309060cdf8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0094e2309060cdf8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c077f8943e3c10aa4e0e419f677fcd027cc72347 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0094e2309060cdf8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40e4-5d06-76b0-a59f-ad9037590210"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1997493, Requested 14402. Please try again in 356ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1994563, Requested 14402. Please try again in 268ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"sex\\\", \\\"smoker\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"charges\\\" AS REAL) >= 16577.7795\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"sex\\\", group_col_2=\\\"smoker\\\", and predicate on \\\"charges\\\". CAST(\\\"charges\\\" AS REAL) is used because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13767,"cached_input_tokens":12032,"output_tokens":479,"reasoning_output_tokens":348}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0094e2309060cdf8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0094e2309060cdf8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..653f4996aac8f692219d743321793e5dd1051c3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0094e2309060cdf8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"sex\", \"smoker\", COUNT(*) AS \"row_count\"\nFROM \"m4\"\nWHERE CAST(\"charges\" AS REAL) >= 16577.7795\nGROUP BY \"sex\", \"smoker\"\nORDER BY \"row_count\" DESC;","notes":"Used the provided filtered two-dimensional group count template with group_col=\"sex\", group_col_2=\"smoker\", and predicate on \"charges\". CAST(\"charges\" AS REAL) is used because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0094e2309060cdf8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0094e2309060cdf8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_00dbb372c27adbbd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_00dbb372c27adbbd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c354fbc7ba282df1960d75609dcf8e9d03884a80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_00dbb372c27adbbd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6121, "bytes_utf8": 6121, "lines": 183, "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": 756, "bytes_utf8": 756, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13887, "cached_input_tokens": 12672, "output_tokens": 619, "reasoning_output_tokens": 419}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_00dbb372c27adbbd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_00dbb372c27adbbd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b8a1e438a1d4686627813f4224aab0c366d6d24b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_00dbb372c27adbbd/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_00dbb372c27adbbd", + "api_calls": 0, + "input_tokens": 13887, + "cached_input_tokens": 12672, + "output_tokens": 619, + "total_tokens": 14506, + "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": 12172.08, + "sql_execution_elapsed_ms_total": 5.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_00dbb372c27adbbd/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_d/m4/artifacts/v2q_m4_00dbb372c27adbbd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_00dbb372c27adbbd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c400d5d4d31f58c74ebffaa9c58f88d9e9f9e446 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_00dbb372c27adbbd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:30.881619+00:00", + "ended_at": "2026-05-19T15:37:43.053734+00:00", + "elapsed_ms": 12172.08, + "prompt_metrics": { + "chars": 6121, + "bytes_utf8": 6121, + "lines": 183, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1129, + "bytes_utf8": 1129, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 756, + "bytes_utf8": 756, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13887, + "cached_input_tokens": 12672, + "output_tokens": 619, + "reasoning_output_tokens": 419 + } + }, + "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_d/m4/artifacts/v2q_m4_00dbb372c27adbbd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_00dbb372c27adbbd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0dd566e48019b5c6966fa2e62ae34b61dd7b3f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_00dbb372c27adbbd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sex, condition_col=charges.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "sex", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_d/m4/artifacts/v2q_m4_00dbb372c27adbbd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_00dbb372c27adbbd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3dc3511b3faea25eb0586f85bde698661355d96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_00dbb372c27adbbd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-92fc-7842-af4f-4966cdee19d5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"sex\\\",\\n SUM(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10602.385 THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"sex\\\"\\n)\\nSELECT \\\"sex\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the required grouped ratio template with group_col bound to \\\"sex\\\" and condition_col bound to \\\"charges\\\". Since \\\"charges\\\" is stored as TEXT in the schema snapshot, the query casts it to REAL before comparing to the provided bound values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13887,"cached_input_tokens":12672,"output_tokens":619,"reasoning_output_tokens":419}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_00dbb372c27adbbd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_00dbb372c27adbbd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a145ab1473145e0ecef2e6b8c12e547da582108 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_00dbb372c27adbbd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"sex\",\n SUM(CASE WHEN CAST(\"charges\" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN CAST(\"charges\" AS REAL) = 10602.385 THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"sex\"\n)\nSELECT \"sex\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the required grouped ratio template with group_col bound to \"sex\" and condition_col bound to \"charges\". Since \"charges\" is stored as TEXT in the schema snapshot, the query casts it to REAL before comparing to the provided bound values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_00dbb372c27adbbd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_00dbb372c27adbbd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e7474f98c8f494e432a8aa028a8941212d65505a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5296, "bytes_utf8": 5296, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 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": 5296, "bytes_utf8": 5296, "lines": 178, "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": 306, "bytes_utf8": 306, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13681, "cached_input_tokens": 12672, "output_tokens": 229, "reasoning_output_tokens": 141}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5059e40b41753dedda18c8d5d6455a60cdcd62e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/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": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_01f603f86184ebe4", + "api_calls": 0, + "input_tokens": 13681, + "cached_input_tokens": 12672, + "output_tokens": 229, + "total_tokens": 13910, + "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": 10870.5, + "sql_execution_elapsed_ms_total": 1.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/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_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..35e332f416345899b2d89e752f29eae889311dcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:27.280583+00:00", + "ended_at": "2026-05-19T15:57:30.565763+00:00", + "elapsed_ms": 3285.15, + "returncode": 1, + "prompt_metrics": { + "chars": 5296, + "bytes_utf8": 5296, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..67a4430367a48032c9008c575e42cfce02062470 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:31.568360+00:00", + "ended_at": "2026-05-19T15:57:39.153752+00:00", + "elapsed_ms": 7585.35, + "prompt_metrics": { + "chars": 5296, + "bytes_utf8": 5296, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 659, + "bytes_utf8": 659, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 306, + "bytes_utf8": 306, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13681, + "cached_input_tokens": 12672, + "output_tokens": 229, + "reasoning_output_tokens": 141 + } + }, + "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_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6358246441d47c01e0da020c01080511962480be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=children.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "children", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6358246441d47c01e0da020c01080511962480be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=children.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "children", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..efbf1e3c17d88cf754e892ab656cbe24960af76e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-d476-76e0-a4db-d5a8d821e650"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2b75a2c1a0dbf3c9a332722410acdcec9b43536 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-d476-76e0-a4db-d5a8d821e650"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..81f76758bc845a719cadf902b4c5a79137ba9928 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-e53e-7bc1-9b3f-c00c46edc4c3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY support ASC, \\\"children\\\"\\nLIMIT 16;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"children\\\" and top_k set to 16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13681,"cached_input_tokens":12672,"output_tokens":229,"reasoning_output_tokens":141}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..67b73954010ce56c54454da210750e0bfbe10d1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"children\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY support ASC, \"children\"\nLIMIT 16;","notes":"Uses the Low-Support Group Count template with group_col bound to \"children\" and top_k set to 16."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_01f603f86184ebe4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2448aaf67b92c931dbf176f1d0f7850f6254ed63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:12.412876+00:00", + "ended_at": "2026-05-19T15:57:15.201402+00:00", + "elapsed_ms": 2788.5, + "returncode": 1, + "prompt_metrics": { + "chars": 5285, + "bytes_utf8": 5285, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f918fd1d8adcb8ca8912eb5b71a0d76ff49e1b39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:16.203587+00:00", + "ended_at": "2026-05-19T15:57:19.695755+00:00", + "elapsed_ms": 3492.12, + "returncode": 1, + "prompt_metrics": { + "chars": 5285, + "bytes_utf8": 5285, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18edfdeced3bb85c5f1c020127a2a08da49e1307 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=sex.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "sex", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..18edfdeced3bb85c5f1c020127a2a08da49e1307 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=sex.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "sex", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b08b4e94dccd77079cc2eae76196113a675ea83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-9a55-7202-813e-178958d66ddc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7921961e59c54253fc8028d1cb99483650dc32be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-9a55-7202-813e-178958d66ddc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49c09fa0402b99cb8874203bf6ec85826c8696cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-a93a-74d1-8bf5-67576cbe1e39"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a249183b80aa7ebfd1ac6929b4f3a3aae17a065 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-a93a-74d1-8bf5-67576cbe1e39"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_021ef09f39511857/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_03309d2c0c31ef62/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_03309d2c0c31ef62/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..626049e25f3a3423c60f44521346e36094badf84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_03309d2c0c31ef62/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5856, "bytes_utf8": 5856, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 653, "bytes_utf8": 653, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13809, "cached_input_tokens": 12672, "output_tokens": 552, "reasoning_output_tokens": 363}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_03309d2c0c31ef62/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_03309d2c0c31ef62/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..94fe1df7354409336d368561234cfcd73e43c375 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_03309d2c0c31ef62/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_03309d2c0c31ef62", + "api_calls": 0, + "input_tokens": 13809, + "cached_input_tokens": 12672, + "output_tokens": 552, + "total_tokens": 14361, + "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": 15855.23, + "sql_execution_elapsed_ms_total": 3.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_03309d2c0c31ef62/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_d/m4/artifacts/v2q_m4_03309d2c0c31ef62/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_03309d2c0c31ef62/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..04cb7ccdc2b87bab0f2ade507ca2a3e95fac6763 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_03309d2c0c31ef62/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:23.518358+00:00", + "ended_at": "2026-05-19T15:42:39.373628+00:00", + "elapsed_ms": 15855.23, + "prompt_metrics": { + "chars": 5856, + "bytes_utf8": 5856, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1072, + "bytes_utf8": 1072, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 653, + "bytes_utf8": 653, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13809, + "cached_input_tokens": 12672, + "output_tokens": 552, + "reasoning_output_tokens": 363 + } + }, + "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_d/m4/artifacts/v2q_m4_03309d2c0c31ef62/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_03309d2c0c31ef62/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..475aef2034baf90c6484820221b156064842f19f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_03309d2c0c31ef62/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_d/m4/artifacts/v2q_m4_03309d2c0c31ef62/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_03309d2c0c31ef62/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c81dfa1edefc1af48e1ad7f24a10d05b921aa44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_03309d2c0c31ef62/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-0a42-7a31-859a-ef325332891a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"smoker\\\", SUM(CAST(\\\"children\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"m4\\\"\\n GROUP BY \\\"smoker\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"smoker\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the requested template with group_col=\\\"smoker\\\" and measure_col=\\\"children\\\". CAST(\\\"children\\\" AS REAL) is used because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13809,"cached_input_tokens":12672,"output_tokens":552,"reasoning_output_tokens":363}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_03309d2c0c31ef62/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_03309d2c0c31ef62/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2d145fae88d1f8f0a32c19a4e8e463bc95c62ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_03309d2c0c31ef62/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"smoker\", SUM(CAST(\"children\" AS REAL)) AS \"group_value\"\n FROM \"m4\"\n GROUP BY \"smoker\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"smoker\", g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.05\nORDER BY g.\"group_value\" DESC;","notes":"Applied the requested template with group_col=\"smoker\" and measure_col=\"children\". CAST(\"children\" AS REAL) is used because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_03309d2c0c31ef62/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_03309d2c0c31ef62/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_070f61326664844d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_070f61326664844d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e805d906e2cdded786570be3b5f812c35cffba2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_070f61326664844d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5556, "bytes_utf8": 5556, "lines": 183, "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": 516, "bytes_utf8": 516, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13735, "cached_input_tokens": 12672, "output_tokens": 370, "reasoning_output_tokens": 238}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_070f61326664844d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_070f61326664844d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7fcb641436d462a1bf5786cb59893235eee88d92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_070f61326664844d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_070f61326664844d", + "api_calls": 0, + "input_tokens": 13735, + "cached_input_tokens": 12672, + "output_tokens": 370, + "total_tokens": 14105, + "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": 11392.39, + "sql_execution_elapsed_ms_total": 1.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_070f61326664844d/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_d/m4/artifacts/v2q_m4_070f61326664844d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_070f61326664844d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..50d96a2b55590c39d4b847467317a12d3bf20ba6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_070f61326664844d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:20.222746+00:00", + "ended_at": "2026-05-19T15:54:31.615164+00:00", + "elapsed_ms": 11392.39, + "prompt_metrics": { + "chars": 5556, + "bytes_utf8": 5556, + "lines": 183, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 868, + "bytes_utf8": 868, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 516, + "bytes_utf8": 516, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13735, + "cached_input_tokens": 12672, + "output_tokens": 370, + "reasoning_output_tokens": 238 + } + }, + "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_d/m4/artifacts/v2q_m4_070f61326664844d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_070f61326664844d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a4e35c3e006aac552dede1124bdc156d7f9bfc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_070f61326664844d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=region, condition_col=region.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "region", + "condition_col": "region", + "condition_value": "southeast", + "positive_value": "southeast", + "negative_value": "southwest", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_070f61326664844d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_070f61326664844d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe5165fb5d45420a0c471cb91503f38f5a296b5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_070f61326664844d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-f9f4-79a0-881e-d2a22407b07b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT\\n \\\"region\\\",\\n AVG(CASE WHEN \\\"region\\\" = 'southeast' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col and condition_col both bound to \\\"region\\\" and condition_value set to 'southeast'. Because the grouping column matches the condition column, the resulting rate is 1 for the southeast group and 0 for all other regions.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13735,"cached_input_tokens":12672,"output_tokens":370,"reasoning_output_tokens":238}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_070f61326664844d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_070f61326664844d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d218f4e1c06e906dca36f6d3641af7565dfa14c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_070f61326664844d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT\n \"region\",\n AVG(CASE WHEN \"region\" = 'southeast' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col and condition_col both bound to \"region\" and condition_value set to 'southeast'. Because the grouping column matches the condition column, the resulting rate is 1 for the southeast group and 0 for all other regions."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_070f61326664844d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_070f61326664844d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0a083dc9d3769bf4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0a083dc9d3769bf4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5979742d85d44d100806771775bf6702ead2f69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0a083dc9d3769bf4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5609, "bytes_utf8": 5609, "lines": 184, "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": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13761, "cached_input_tokens": 12672, "output_tokens": 317, "reasoning_output_tokens": 215}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0a083dc9d3769bf4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0a083dc9d3769bf4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f8e345807b3cbf86d9e182020cf9329b158329cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0a083dc9d3769bf4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_0a083dc9d3769bf4", + "api_calls": 0, + "input_tokens": 13761, + "cached_input_tokens": 12672, + "output_tokens": 317, + "total_tokens": 14078, + "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": 8720.35, + "sql_execution_elapsed_ms_total": 1.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0a083dc9d3769bf4/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_d/m4/artifacts/v2q_m4_0a083dc9d3769bf4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0a083dc9d3769bf4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1ca6aa23458c1d4c02c4a9e5a42b071f7bb310fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0a083dc9d3769bf4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:19.382932+00:00", + "ended_at": "2026-05-19T15:39:28.103306+00:00", + "elapsed_ms": 8720.35, + "prompt_metrics": { + "chars": 5609, + "bytes_utf8": 5609, + "lines": 184, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 737, + "bytes_utf8": 737, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 370, + "bytes_utf8": 370, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13761, + "cached_input_tokens": 12672, + "output_tokens": 317, + "reasoning_output_tokens": 215 + } + }, + "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_d/m4/artifacts/v2q_m4_0a083dc9d3769bf4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0a083dc9d3769bf4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..255dbadb6205841362f6f00330fc78dbd53e4fb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0a083dc9d3769bf4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=sex, group_col_2=children.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "predicate_col": "region", + "predicate_op": "=", + "predicate_value": "northwest", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_0a083dc9d3769bf4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0a083dc9d3769bf4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fec91aa25b8939788fced2ea7e40b74293808d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0a083dc9d3769bf4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-3ad3-7ea0-8edb-56a00d10663c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"sex\\\", \\\"children\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nWHERE \\\"region\\\" = 'northwest'\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applies the specified filtered two-dimensional group count template with \\\"sex\\\" and \\\"children\\\", filtered to rows where \\\"region\\\" = 'northwest'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13761,"cached_input_tokens":12672,"output_tokens":317,"reasoning_output_tokens":215}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0a083dc9d3769bf4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0a083dc9d3769bf4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17a27a64510b73fb0f8886641a137e25507c1178 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0a083dc9d3769bf4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"sex\", \"children\", COUNT(*) AS row_count\nFROM \"m4\"\nWHERE \"region\" = 'northwest'\nGROUP BY \"sex\", \"children\"\nORDER BY row_count DESC;","notes":"Applies the specified filtered two-dimensional group count template with \"sex\" and \"children\", filtered to rows where \"region\" = 'northwest'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0a083dc9d3769bf4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_0a083dc9d3769bf4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1319c29b4cab8c25/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1319c29b4cab8c25/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fbdacaf37528b2fc538757e06c3e31670dc8eda0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1319c29b4cab8c25/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5465, "bytes_utf8": 5465, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 479, "bytes_utf8": 479, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13725, "cached_input_tokens": 12672, "output_tokens": 442, "reasoning_output_tokens": 302}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1319c29b4cab8c25/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1319c29b4cab8c25/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1cc20f7c62e4250f4056711e6ee82351c1a98f04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1319c29b4cab8c25/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_1319c29b4cab8c25", + "api_calls": 0, + "input_tokens": 13725, + "cached_input_tokens": 12672, + "output_tokens": 442, + "total_tokens": 14167, + "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": 10532.06, + "sql_execution_elapsed_ms_total": 10.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1319c29b4cab8c25/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_d/m4/artifacts/v2q_m4_1319c29b4cab8c25/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1319c29b4cab8c25/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5faf4144397074604eddbec002b20db75fea8098 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1319c29b4cab8c25/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:00.958597+00:00", + "ended_at": "2026-05-19T15:40:11.490699+00:00", + "elapsed_ms": 10532.06, + "prompt_metrics": { + "chars": 5465, + "bytes_utf8": 5465, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 842, + "bytes_utf8": 842, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 479, + "bytes_utf8": 479, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13725, + "cached_input_tokens": 12672, + "output_tokens": 442, + "reasoning_output_tokens": 302 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1319c29b4cab8c25/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1319c29b4cab8c25/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9ba9784d9321e49ca034b7ae41a42047fe2f67a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1319c29b4cab8c25/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=bmi.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "bmi", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_d/m4/artifacts/v2q_m4_1319c29b4cab8c25/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1319c29b4cab8c25/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..603e7ebcc10d6d5821f6b30096db4d8df0bd679a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1319c29b4cab8c25/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-dd38-73a2-b6fd-70cea432f347"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"bmi\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"bmi\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m4\\\"\\n)\\nSELECT \\\"bmi\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"bmi\\\" AS REAL) DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"bmi\\\" and num_tiles=10. Cast \\\"bmi\\\" to REAL for correct numeric ordering because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13725,"cached_input_tokens":12672,"output_tokens":442,"reasoning_output_tokens":302}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1319c29b4cab8c25/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1319c29b4cab8c25/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e05acad1c36507153a6fc2338abefa465acbca06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1319c29b4cab8c25/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"bmi\",\n NTILE(10) OVER (ORDER BY CAST(\"bmi\" AS REAL) DESC) AS tail_bucket\n FROM \"m4\"\n)\nSELECT \"bmi\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"bmi\" AS REAL) DESC;","notes":"Used the planned Quantile Tail Slice template with measure_col bound to \"bmi\" and num_tiles=10. Cast \"bmi\" to REAL for correct numeric ordering because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1319c29b4cab8c25/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1319c29b4cab8c25/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1c2953c35217b257/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1c2953c35217b257/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90ddf24288af3470f5995fdaf3fd4c4c2eaed7a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1c2953c35217b257/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5465, "bytes_utf8": 5465, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 499, "bytes_utf8": 499, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13724, "cached_input_tokens": 12032, "output_tokens": 523, "reasoning_output_tokens": 384}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1c2953c35217b257/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1c2953c35217b257/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f7cf990d465ea42037aa9c8b8f0f1b209175ff11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1c2953c35217b257/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_1c2953c35217b257", + "api_calls": 0, + "input_tokens": 13724, + "cached_input_tokens": 12032, + "output_tokens": 523, + "total_tokens": 14247, + "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": 11834.92, + "sql_execution_elapsed_ms_total": 9.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1c2953c35217b257/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_d/m4/artifacts/v2q_m4_1c2953c35217b257/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1c2953c35217b257/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..14b46998a2f5c5785c29a3831bc159094f8aeab4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1c2953c35217b257/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:08.325830+00:00", + "ended_at": "2026-05-19T15:41:20.160779+00:00", + "elapsed_ms": 11834.92, + "prompt_metrics": { + "chars": 5465, + "bytes_utf8": 5465, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 862, + "bytes_utf8": 862, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 499, + "bytes_utf8": 499, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13724, + "cached_input_tokens": 12032, + "output_tokens": 523, + "reasoning_output_tokens": 384 + } + }, + "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_d/m4/artifacts/v2q_m4_1c2953c35217b257/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1c2953c35217b257/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..400c50c0c0da2aa6a6f091fa407bbdabc6119051 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1c2953c35217b257/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "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": 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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_d/m4/artifacts/v2q_m4_1c2953c35217b257/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1c2953c35217b257/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..39150aaaf24d5d97d02553e47826e2515b7607b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1c2953c35217b257/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-e47e-7832-ae79-c31de4606cdf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"age\\\" AS REAL) AS \\\"age\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"age\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m4\\\"\\n)\\nSELECT \\\"age\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"age\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to age and num_tiles=10. Cast \\\"age\\\" from TEXT to REAL so SQLite ranks the oldest ages numerically rather than lexicographically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13724,"cached_input_tokens":12032,"output_tokens":523,"reasoning_output_tokens":384}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1c2953c35217b257/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1c2953c35217b257/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3fa113d9798a0eb4ca5db116e6d71dfba213217 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1c2953c35217b257/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"age\" AS REAL) AS \"age\",\n NTILE(10) OVER (ORDER BY CAST(\"age\" AS REAL) DESC) AS tail_bucket\n FROM \"m4\"\n)\nSELECT \"age\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"age\" DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to age and num_tiles=10. Cast \"age\" from TEXT to REAL so SQLite ranks the oldest ages numerically rather than lexicographically."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1c2953c35217b257/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_1c2953c35217b257/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_205d1e1eed534dc2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_205d1e1eed534dc2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a54d54c5796949e721ea7f47d3e5af6651379953 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_205d1e1eed534dc2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5370, "bytes_utf8": 5370, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13681, "cached_input_tokens": 12032, "output_tokens": 238, "reasoning_output_tokens": 135}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_205d1e1eed534dc2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_205d1e1eed534dc2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8a7d73dc58cbb3d5174dfd98966f71ba9dd67557 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_205d1e1eed534dc2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_205d1e1eed534dc2", + "api_calls": 0, + "input_tokens": 13681, + "cached_input_tokens": 12032, + "output_tokens": 238, + "total_tokens": 13919, + "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": 8438.85, + "sql_execution_elapsed_ms_total": 12.57, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_205d1e1eed534dc2/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_d/m4/artifacts/v2q_m4_205d1e1eed534dc2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_205d1e1eed534dc2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..916db8647b8a7a57cc01f267a56f5d59ce5a8f1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_205d1e1eed534dc2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:40.299840+00:00", + "ended_at": "2026-05-19T16:00:48.738730+00:00", + "elapsed_ms": 8438.85, + "prompt_metrics": { + "chars": 5370, + "bytes_utf8": 5370, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 740, + "bytes_utf8": 740, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 382, + "bytes_utf8": 382, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13681, + "cached_input_tokens": 12032, + "output_tokens": 238, + "reasoning_output_tokens": 135 + } + }, + "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_d/m4/artifacts/v2q_m4_205d1e1eed534dc2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_205d1e1eed534dc2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e4fe4e5ef5ec7461bf2ccbb78ec084015bc85c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_205d1e1eed534dc2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "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": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_205d1e1eed534dc2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_205d1e1eed534dc2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d9fbb44e9616a4ff4275ef7733e4c6740208967 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_205d1e1eed534dc2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-c669-74f2-926e-1e3254d68213"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sex\\\",\\n AVG(CAST(\\\"bmi\\\" AS REAL)) OVER (PARTITION BY \\\"sex\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Window Partition Average template with group_col=\\\"sex\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL so SQLite computes the average numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13681,"cached_input_tokens":12032,"output_tokens":238,"reasoning_output_tokens":135}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_205d1e1eed534dc2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_205d1e1eed534dc2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68ccc1a542d4a4ca724bf135b9ffbd947451508e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_205d1e1eed534dc2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sex\",\n AVG(CAST(\"bmi\" AS REAL)) OVER (PARTITION BY \"sex\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;","notes":"Used the planned Window Partition Average template with group_col=\"sex\" and measure_col=\"bmi\". Cast \"bmi\" from TEXT to REAL so SQLite computes the average numerically."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_205d1e1eed534dc2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_205d1e1eed534dc2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2364459d64059e66/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2364459d64059e66/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a791b0a79eb39d38eafb5c6b078f00aeaae224b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2364459d64059e66/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5695, "bytes_utf8": 5695, "lines": 182, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 657, "bytes_utf8": 657, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13790, "cached_input_tokens": 12032, "output_tokens": 604, "reasoning_output_tokens": 410}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2364459d64059e66/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2364459d64059e66/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..94e30a8ebbfaa06c94f8100521fb21580b15c1f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2364459d64059e66/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2364459d64059e66", + "api_calls": 0, + "input_tokens": 13790, + "cached_input_tokens": 12032, + "output_tokens": 604, + "total_tokens": 14394, + "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": 15299.19, + "sql_execution_elapsed_ms_total": 9.35, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2364459d64059e66/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_d/m4/artifacts/v2q_m4_2364459d64059e66/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2364459d64059e66/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..660ac623cb508531a55d9fb59324192cfa6adea9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2364459d64059e66/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:59.986942+00:00", + "ended_at": "2026-05-19T15:35:15.286167+00:00", + "elapsed_ms": 15299.19, + "prompt_metrics": { + "chars": 5695, + "bytes_utf8": 5695, + "lines": 182, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1051, + "bytes_utf8": 1051, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 657, + "bytes_utf8": 657, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13790, + "cached_input_tokens": 12032, + "output_tokens": 604, + "reasoning_output_tokens": 410 + } + }, + "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_d/m4/artifacts/v2q_m4_2364459d64059e66/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2364459d64059e66/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b400f5092eb87f19c4704a41929a518dcde9832c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2364459d64059e66/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=smoker, measure_col=age.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "item_col": "bmi", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_2364459d64059e66/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2364459d64059e66/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..347f901a43b59321f6d481dc461147204e0120ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2364459d64059e66/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-459e-7f93-bc91-fa233fb61efd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"smoker\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi\\\",\\n SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"age\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"age\\\" AS REAL))) OVER (PARTITION BY \\\"smoker\\\") AS share_within_group\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\", CAST(\\\"bmi\\\" AS REAL)\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"smoker\\\", item_col=\\\"bmi\\\", and measure_col=\\\"age\\\". Since the schema stores numeric fields as TEXT, the query casts \\\"age\\\" and \\\"bmi\\\" to REAL for SQLite-compatible aggregation and grouping.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13790,"cached_input_tokens":12032,"output_tokens":604,"reasoning_output_tokens":410}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2364459d64059e66/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2364459d64059e66/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa39cb4e1c2574a6d8647548a8e3a6ccbf8c473d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2364459d64059e66/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"smoker\",\n CAST(\"bmi\" AS REAL) AS \"bmi\",\n SUM(CAST(\"age\" AS REAL)) AS total_measure,\n SUM(CAST(\"age\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"age\" AS REAL))) OVER (PARTITION BY \"smoker\") AS share_within_group\nFROM \"m4\"\nGROUP BY \"smoker\", CAST(\"bmi\" AS REAL)\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"smoker\", item_col=\"bmi\", and measure_col=\"age\". Since the schema stores numeric fields as TEXT, the query casts \"age\" and \"bmi\" to REAL for SQLite-compatible aggregation and grouping."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2364459d64059e66/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2364459d64059e66/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_267c6a327393f16a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_267c6a327393f16a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..57adf66bf7f5f8127563d8da11c0cfe0f60ed784 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_267c6a327393f16a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5297, "bytes_utf8": 5297, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13670, "cached_input_tokens": 12032, "output_tokens": 309, "reasoning_output_tokens": 206}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_267c6a327393f16a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_267c6a327393f16a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..834e19543ead00c381b80667405aa802d336a7a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_267c6a327393f16a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_267c6a327393f16a", + "api_calls": 0, + "input_tokens": 13670, + "cached_input_tokens": 12032, + "output_tokens": 309, + "total_tokens": 13979, + "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": 8515.38, + "sql_execution_elapsed_ms_total": 3.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_267c6a327393f16a/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_d/m4/artifacts/v2q_m4_267c6a327393f16a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_267c6a327393f16a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a2172da8d129db0112d72619e6ec9b3ed7bc13d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_267c6a327393f16a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:43.642855+00:00", + "ended_at": "2026-05-19T15:28:52.158267+00:00", + "elapsed_ms": 8515.38, + "prompt_metrics": { + "chars": 5297, + "bytes_utf8": 5297, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 735, + "bytes_utf8": 735, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 377, + "bytes_utf8": 377, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13670, + "cached_input_tokens": 12032, + "output_tokens": 309, + "reasoning_output_tokens": 206 + } + }, + "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_d/m4/artifacts/v2q_m4_267c6a327393f16a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_267c6a327393f16a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93667f40cf9798ddef7f614b50f2717470d32d59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_267c6a327393f16a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "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": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, 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_d/m4/artifacts/v2q_m4_267c6a327393f16a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_267c6a327393f16a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fddc8d27a34e83cd18e95020382782ccb875039e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_267c6a327393f16a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-878b-74a3-907a-814d28040c32"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"children\\\", SUM(CAST(\\\"bmi\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col=\\\"children\\\" and measure_col=\\\"bmi\\\". CAST(\\\"bmi\\\" AS REAL) is applied because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13670,"cached_input_tokens":12032,"output_tokens":309,"reasoning_output_tokens":206}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_267c6a327393f16a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_267c6a327393f16a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddeb7af6d2575a193b4ac4e303beb80ffe921a9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_267c6a327393f16a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"children\", SUM(CAST(\"bmi\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY total_measure DESC;","notes":"Used the planned Grouped Numeric Sum template with group_col=\"children\" and measure_col=\"bmi\". CAST(\"bmi\" AS REAL) is applied because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_267c6a327393f16a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_267c6a327393f16a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2893c1508c7e2375/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2893c1508c7e2375/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d21f2d0f47f0a65fe0b8ecae8c47b942efc33c31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2893c1508c7e2375/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5703, "bytes_utf8": 5703, "lines": 182, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 610, "bytes_utf8": 610, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13786, "cached_input_tokens": 12032, "output_tokens": 841, "reasoning_output_tokens": 670}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2893c1508c7e2375/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2893c1508c7e2375/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..64d4b0a306b7c0333d389306405e821128de694f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2893c1508c7e2375/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2893c1508c7e2375", + "api_calls": 0, + "input_tokens": 13786, + "cached_input_tokens": 12032, + "output_tokens": 841, + "total_tokens": 14627, + "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": 17061.29, + "sql_execution_elapsed_ms_total": 5.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2893c1508c7e2375/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_d/m4/artifacts/v2q_m4_2893c1508c7e2375/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2893c1508c7e2375/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c23b5d1050c9009e84fe468be13a3f956e561fd9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2893c1508c7e2375/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:24.329127+00:00", + "ended_at": "2026-05-19T15:34:41.390461+00:00", + "elapsed_ms": 17061.29, + "prompt_metrics": { + "chars": 5703, + "bytes_utf8": 5703, + "lines": 182, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 992, + "bytes_utf8": 992, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 610, + "bytes_utf8": 610, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13786, + "cached_input_tokens": 12032, + "output_tokens": 841, + "reasoning_output_tokens": 670 + } + }, + "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_d/m4/artifacts/v2q_m4_2893c1508c7e2375/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2893c1508c7e2375/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f652b8fcfd974df0f242429e7a50c844166a1ef2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2893c1508c7e2375/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "children", + "measure_col": "children", + "item_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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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_d/m4/artifacts/v2q_m4_2893c1508c7e2375/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2893c1508c7e2375/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..62509117ca8dd25e2adb37aa322e99fbe9c70eb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2893c1508c7e2375/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-ba4e-7e60-87aa-9163f4ecbc6c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"children\\\",\\n \\\"age\\\",\\n SUM(CAST(\\\"children\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"children\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"children\\\" AS REAL))) OVER (PARTITION BY \\\"children\\\"), 0) AS share_within_group\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"age\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the provided template with group_col=\\\"children\\\", item_col=\\\"age\\\", and measure_col=\\\"children\\\". CAST is applied because the schema stores numeric fields as TEXT, and NULLIF avoids division-by-zero for children=0 groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13786,"cached_input_tokens":12032,"output_tokens":841,"reasoning_output_tokens":670}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2893c1508c7e2375/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2893c1508c7e2375/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..56525c2e4c6a3ea461d7ca021a043d773e1468b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2893c1508c7e2375/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"children\",\n \"age\",\n SUM(CAST(\"children\" AS REAL)) AS total_measure,\n SUM(CAST(\"children\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"children\" AS REAL))) OVER (PARTITION BY \"children\"), 0) AS share_within_group\nFROM \"m4\"\nGROUP BY \"children\", \"age\"\nORDER BY share_within_group DESC;","notes":"Uses the provided template with group_col=\"children\", item_col=\"age\", and measure_col=\"children\". CAST is applied because the schema stores numeric fields as TEXT, and NULLIF avoids division-by-zero for children=0 groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2893c1508c7e2375/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2893c1508c7e2375/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2a3d2b83ed92691f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2a3d2b83ed92691f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e59d14f361e29aee80dfe284f47d0b759ffb5e1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2a3d2b83ed92691f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5691, "bytes_utf8": 5691, "lines": 182, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 602, "bytes_utf8": 602, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13787, "cached_input_tokens": 12032, "output_tokens": 1209, "reasoning_output_tokens": 1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2a3d2b83ed92691f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2a3d2b83ed92691f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ab01ab54a24918e4f8d5661d6ac9e1c5ad4a2bdc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2a3d2b83ed92691f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2a3d2b83ed92691f", + "api_calls": 0, + "input_tokens": 13787, + "cached_input_tokens": 12032, + "output_tokens": 1209, + "total_tokens": 14996, + "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": 23926.04, + "sql_execution_elapsed_ms_total": 13.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2a3d2b83ed92691f/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_d/m4/artifacts/v2q_m4_2a3d2b83ed92691f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2a3d2b83ed92691f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f4d270565e50e44445dcb1a33da48049df1dffd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2a3d2b83ed92691f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:00.381840+00:00", + "ended_at": "2026-05-19T15:34:24.307906+00:00", + "elapsed_ms": 23926.04, + "prompt_metrics": { + "chars": 5691, + "bytes_utf8": 5691, + "lines": 182, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 989, + "bytes_utf8": 989, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 602, + "bytes_utf8": 602, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13787, + "cached_input_tokens": 12032, + "output_tokens": 1209, + "reasoning_output_tokens": 1034 + } + }, + "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_d/m4/artifacts/v2q_m4_2a3d2b83ed92691f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2a3d2b83ed92691f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b109c9a0c87a6325127eb8c7886a74829cd5e0c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2a3d2b83ed92691f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "item_col": "charges", + "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": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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_d/m4/artifacts/v2q_m4_2a3d2b83ed92691f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2a3d2b83ed92691f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..476e9a7690ba714ea67a12241650ec0b3ad916f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2a3d2b83ed92691f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-5cd3-7343-85f0-6b6f5377301d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"sex\\\", \\\"charges\\\",\\n SUM(CAST(\\\"bmi\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"bmi\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"bmi\\\" AS REAL))) OVER (PARTITION BY \\\"sex\\\") AS share_within_group\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"charges\\\"\\nORDER BY share_within_group DESC\\nLIMIT 18;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"sex\\\", item_col=\\\"charges\\\", and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" to REAL because the schema stores numeric fields as TEXT. Added LIMIT 18 from the provided top_k binding.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13787,"cached_input_tokens":12032,"output_tokens":1209,"reasoning_output_tokens":1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2a3d2b83ed92691f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2a3d2b83ed92691f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b248dbc74348d632dc040b6db796bb97f973798c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2a3d2b83ed92691f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"sex\", \"charges\",\n SUM(CAST(\"bmi\" AS REAL)) AS total_measure,\n SUM(CAST(\"bmi\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"bmi\" AS REAL))) OVER (PARTITION BY \"sex\") AS share_within_group\nFROM \"m4\"\nGROUP BY \"sex\", \"charges\"\nORDER BY share_within_group DESC\nLIMIT 18;","notes":"Applied the Within-Group Share of Total template with group_col=\"sex\", item_col=\"charges\", and measure_col=\"bmi\". Cast \"bmi\" to REAL because the schema stores numeric fields as TEXT. Added LIMIT 18 from the provided top_k binding."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2a3d2b83ed92691f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2a3d2b83ed92691f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..37e7388c2130e4f0b5d5f9ba755cd9fe9a88df6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5541, "bytes_utf8": 5541, "lines": 183, "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": 5541, "bytes_utf8": 5541, "lines": 183, "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": 510, "bytes_utf8": 510, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13730, "cached_input_tokens": 12672, "output_tokens": 426, "reasoning_output_tokens": 294}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f65d62c433fc89997815944dc27e8ae91956b0de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/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": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2b502b48e8d5e802", + "api_calls": 0, + "input_tokens": 13730, + "cached_input_tokens": 12672, + "output_tokens": 426, + "total_tokens": 14156, + "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": 13536.77, + "sql_execution_elapsed_ms_total": 1.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/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_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff549290a878969e81178c5c0523c4e7aef19023 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:32.566670+00:00", + "ended_at": "2026-05-19T15:53:35.896304+00:00", + "elapsed_ms": 3329.6, + "returncode": 1, + "prompt_metrics": { + "chars": 5541, + "bytes_utf8": 5541, + "lines": 183, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..df5cc2e203be8e1242ffc9c7d475a489a95f23b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:36.898964+00:00", + "ended_at": "2026-05-19T15:53:47.106250+00:00", + "elapsed_ms": 10207.17, + "prompt_metrics": { + "chars": 5541, + "bytes_utf8": 5541, + "lines": 183, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 869, + "bytes_utf8": 869, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 510, + "bytes_utf8": 510, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13730, + "cached_input_tokens": 12672, + "output_tokens": 426, + "reasoning_output_tokens": 294 + } + }, + "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_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..271cd9f28c15b6f9b183d484354b3c8b78a8fa8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=children, condition_col=children.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "children", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..271cd9f28c15b6f9b183d484354b3c8b78a8fa8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=children, condition_col=children.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "children", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..39688ae4b7054072f50b12049f1ef7f46f807e60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-3fb4-7ee3-8b14-c684654e15ae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..781fa69412b3b2e31e1502faf0deaa89473eb07a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-3fb4-7ee3-8b14-c684654e15ae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e5784346adb6df67d2358c2f23aba05b19adba2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-5092-73b0-afcd-8ab63e6d8ddf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate.\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"children\\\" = '0' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col and condition_col both bound to \\\"children\\\" and condition_value fixed to '0'. Because the grouping column matches the condition column, the resulting rate is 1 for group '0' and 0 for all other groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13730,"cached_input_tokens":12672,"output_tokens":426,"reasoning_output_tokens":294}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7407823a906968744490417a492ef35fbe5fefb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate.\nSELECT \"children\",\n AVG(CASE WHEN \"children\" = '0' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col and condition_col both bound to \"children\" and condition_value fixed to '0'. Because the grouping column matches the condition column, the resulting rate is 1 for group '0' and 0 for all other groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2b502b48e8d5e802/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2ba36a5febbfa62c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2ba36a5febbfa62c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e759dd6d7a136ca74bd24864c4ebd690896469b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2ba36a5febbfa62c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5305, "bytes_utf8": 5305, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13669, "cached_input_tokens": 12032, "output_tokens": 249, "reasoning_output_tokens": 155}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2ba36a5febbfa62c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2ba36a5febbfa62c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e2a4dc906438178880f829ac9a9fec3e391a1433 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2ba36a5febbfa62c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2ba36a5febbfa62c", + "api_calls": 0, + "input_tokens": 13669, + "cached_input_tokens": 12032, + "output_tokens": 249, + "total_tokens": 13918, + "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": 8621.98, + "sql_execution_elapsed_ms_total": 2.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2ba36a5febbfa62c/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_d/m4/artifacts/v2q_m4_2ba36a5febbfa62c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2ba36a5febbfa62c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0bf48f9b0afe0b6449cc1235a30d30255d3d0bbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2ba36a5febbfa62c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:07.207380+00:00", + "ended_at": "2026-05-19T15:30:15.829403+00:00", + "elapsed_ms": 8621.98, + "prompt_metrics": { + "chars": 5305, + "bytes_utf8": 5305, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 723, + "bytes_utf8": 723, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 365, + "bytes_utf8": 365, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13669, + "cached_input_tokens": 12032, + "output_tokens": 249, + "reasoning_output_tokens": 155 + } + }, + "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_d/m4/artifacts/v2q_m4_2ba36a5febbfa62c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2ba36a5febbfa62c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d58302a561316d8abdfd37fe8d1adfd589912e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2ba36a5febbfa62c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "children", + "measure_col": "children", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_2ba36a5febbfa62c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2ba36a5febbfa62c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a56d18c3c0953f492a5e1e78678392c09362306 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2ba36a5febbfa62c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-ce00-7b73-b5d8-e6aa5d6b4934"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"children\\\", SUM(CAST(\\\"children\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped numeric sum template with group_col=\\\"children\\\" and measure_col=\\\"children\\\". Casted \\\"children\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13669,"cached_input_tokens":12032,"output_tokens":249,"reasoning_output_tokens":155}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2ba36a5febbfa62c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2ba36a5febbfa62c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cdbb2fe33f271a0b0cf742082c2fb48495548c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2ba36a5febbfa62c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"children\", SUM(CAST(\"children\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY total_measure DESC;","notes":"Used the provided grouped numeric sum template with group_col=\"children\" and measure_col=\"children\". Casted \"children\" to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2ba36a5febbfa62c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_2ba36a5febbfa62c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_308d83232796899f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_308d83232796899f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca5ee0dbcb6a9e8f14d3743d7ff62ae987a7d74e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_308d83232796899f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5847, "bytes_utf8": 5847, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 704, "bytes_utf8": 704, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13809, "cached_input_tokens": 12032, "output_tokens": 705, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_308d83232796899f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_308d83232796899f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d40f3b1cafb7363d908040a2139bb567035526ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_308d83232796899f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_308d83232796899f", + "api_calls": 0, + "input_tokens": 13809, + "cached_input_tokens": 12032, + "output_tokens": 705, + "total_tokens": 14514, + "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": 13844.66, + "sql_execution_elapsed_ms_total": 3.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_308d83232796899f/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_d/m4/artifacts/v2q_m4_308d83232796899f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_308d83232796899f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..84908fee9f5da8e65076611b5c04bc01c640d457 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_308d83232796899f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:18.249714+00:00", + "ended_at": "2026-05-19T15:44:32.094405+00:00", + "elapsed_ms": 13844.66, + "prompt_metrics": { + "chars": 5847, + "bytes_utf8": 5847, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1084, + "bytes_utf8": 1084, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 704, + "bytes_utf8": 704, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13809, + "cached_input_tokens": 12032, + "output_tokens": 705, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_308d83232796899f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_308d83232796899f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6983741cac1ee9123506726dc841962fc3c2eb5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_308d83232796899f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=age.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "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": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_d/m4/artifacts/v2q_m4_308d83232796899f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_308d83232796899f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..00e748ce633b9958fbb8533149b0ff7ee9ce02e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_308d83232796899f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-ca53-7720-9974-6aede44045e8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"smoker\\\", SUM(CAST(\\\"age\\\" AS REAL)) AS group_value\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" IS NOT NULL AND \\\"age\\\" IS NOT NULL\\n GROUP BY \\\"smoker\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"smoker\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"smoker\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for numeric aggregation and filtered NULLs for a stable grouped view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13809,"cached_input_tokens":12032,"output_tokens":705,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_308d83232796899f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_308d83232796899f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dede5e514353c0a53c65cd7ea62112270745cb74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_308d83232796899f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"smoker\", SUM(CAST(\"age\" AS REAL)) AS group_value\n FROM \"m4\"\n WHERE \"smoker\" IS NOT NULL AND \"age\" IS NOT NULL\n GROUP BY \"smoker\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"smoker\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\"smoker\" and measure_col=\"age\". Cast \"age\" from TEXT to REAL for numeric aggregation and filtered NULLs for a stable grouped view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_308d83232796899f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_308d83232796899f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3256f418dff20ea2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3256f418dff20ea2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..56b108261a9e9aae1d88c5486a9c37782367520f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3256f418dff20ea2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5476, "bytes_utf8": 5476, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 2078, "bytes_utf8": 2078, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13708, "cached_input_tokens": 12032, "output_tokens": 3088, "reasoning_output_tokens": 2435}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3256f418dff20ea2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3256f418dff20ea2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..320d1d5795c913565658c961c2a2dfea71a0295f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3256f418dff20ea2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_3256f418dff20ea2", + "api_calls": 0, + "input_tokens": 13708, + "cached_input_tokens": 12032, + "output_tokens": 3088, + "total_tokens": 16796, + "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": 56929.6, + "sql_execution_elapsed_ms_total": 24.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3256f418dff20ea2/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_d/m4/artifacts/v2q_m4_3256f418dff20ea2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3256f418dff20ea2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9432e3c06d74dd1a76207fe11dc9d87b0182b9fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3256f418dff20ea2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:47.458617+00:00", + "ended_at": "2026-05-19T15:47:44.388368+00:00", + "elapsed_ms": 56929.6, + "prompt_metrics": { + "chars": 5476, + "bytes_utf8": 5476, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 3803, + "bytes_utf8": 3803, + "lines": 7, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 2078, + "bytes_utf8": 2078, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13708, + "cached_input_tokens": 12032, + "output_tokens": 3088, + "reasoning_output_tokens": 2435 + } + }, + "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_d/m4/artifacts/v2q_m4_3256f418dff20ea2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3256f418dff20ea2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ec8ed740f1b042b4392b92922d1902008f08e4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3256f418dff20ea2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "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": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3256f418dff20ea2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3256f418dff20ea2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..446e329dd59bb01e95fcfa08a63413a376ce687b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3256f418dff20ea2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40eb-119c-7023-93cd-32395f3e2f94"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1989507, Requested 14343. Please try again in 115ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14343. Please try again in 430ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14343. Please try again in 430ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"children\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"children\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"children\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"children\\\" IS NOT NULL\\n AND TRIM(\\\"children\\\") <> ''\\n AND \\\"bmi\\\" IS NOT NULL\\n AND TRIM(\\\"bmi\\\") <> ''\\n),\\n\\\"pos\\\" AS (\\n SELECT\\n \\\"children\\\",\\n MAX(\\\"cnt\\\") AS \\\"cnt\\\",\\n MAX(1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"children\\\"\\n HAVING MAX(\\\"cnt\\\") >= 5\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"children\\\",\\n \\\"pos\\\",\\n CAST(\\\"pos\\\" AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN \\\"pos\\\" = CAST(\\\"pos\\\" AS INTEGER) THEN CAST(\\\"pos\\\" AS INTEGER)\\n ELSE CAST(\\\"pos\\\" AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"pos\\\"\\n)\\nSELECT\\n \\\"bounds\\\".\\\"children\\\" AS \\\"children\\\",\\n CASE\\n WHEN \\\"bounds\\\".\\\"lower_rn\\\" = \\\"bounds\\\".\\\"upper_rn\\\" THEN\\n MAX(CASE WHEN \\\"ordered\\\".\\\"rn\\\" = \\\"bounds\\\".\\\"lower_rn\\\" THEN \\\"ordered\\\".\\\"bmi_value\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"ordered\\\".\\\"rn\\\" = \\\"bounds\\\".\\\"lower_rn\\\" THEN \\\"ordered\\\".\\\"bmi_value\\\" END) +\\n (\\\"bounds\\\".\\\"pos\\\" - \\\"bounds\\\".\\\"lower_rn\\\") * (\\n MAX(CASE WHEN \\\"ordered\\\".\\\"rn\\\" = \\\"bounds\\\".\\\"upper_rn\\\" THEN \\\"ordered\\\".\\\"bmi_value\\\" END) -\\n MAX(CASE WHEN \\\"ordered\\\".\\\"rn\\\" = \\\"bounds\\\".\\\"lower_rn\\\" THEN \\\"ordered\\\".\\\"bmi_value\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nJOIN \\\"ordered\\\"\\n ON \\\"ordered\\\".\\\"children\\\" = \\\"bounds\\\".\\\"children\\\"\\nGROUP BY\\n \\\"bounds\\\".\\\"children\\\",\\n \\\"bounds\\\".\\\"pos\\\",\\n \\\"bounds\\\".\\\"lower_rn\\\",\\n \\\"bounds\\\".\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite-compatible emulation of PERCENTILE_CONT(0.95) for grouped BMI by children, using window functions, linear interpolation, REAL casting for text-stored numeric values, and a minimum group size filter of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13708,"cached_input_tokens":12032,"output_tokens":3088,"reasoning_output_tokens":2435}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3256f418dff20ea2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3256f418dff20ea2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc485a7f26b45a1614159afa2032c580b45e909a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3256f418dff20ea2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"children\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"children\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"children\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"children\" IS NOT NULL\n AND TRIM(\"children\") <> ''\n AND \"bmi\" IS NOT NULL\n AND TRIM(\"bmi\") <> ''\n),\n\"pos\" AS (\n SELECT\n \"children\",\n MAX(\"cnt\") AS \"cnt\",\n MAX(1.0 + 0.95 * (\"cnt\" - 1)) AS \"pos\"\n FROM \"ordered\"\n GROUP BY \"children\"\n HAVING MAX(\"cnt\") >= 5\n),\n\"bounds\" AS (\n SELECT\n \"children\",\n \"pos\",\n CAST(\"pos\" AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN \"pos\" = CAST(\"pos\" AS INTEGER) THEN CAST(\"pos\" AS INTEGER)\n ELSE CAST(\"pos\" AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"pos\"\n)\nSELECT\n \"bounds\".\"children\" AS \"children\",\n CASE\n WHEN \"bounds\".\"lower_rn\" = \"bounds\".\"upper_rn\" THEN\n MAX(CASE WHEN \"ordered\".\"rn\" = \"bounds\".\"lower_rn\" THEN \"ordered\".\"bmi_value\" END)\n ELSE\n MAX(CASE WHEN \"ordered\".\"rn\" = \"bounds\".\"lower_rn\" THEN \"ordered\".\"bmi_value\" END) +\n (\"bounds\".\"pos\" - \"bounds\".\"lower_rn\") * (\n MAX(CASE WHEN \"ordered\".\"rn\" = \"bounds\".\"upper_rn\" THEN \"ordered\".\"bmi_value\" END) -\n MAX(CASE WHEN \"ordered\".\"rn\" = \"bounds\".\"lower_rn\" THEN \"ordered\".\"bmi_value\" END)\n )\n END AS \"percentile_measure\"\nFROM \"bounds\"\nJOIN \"ordered\"\n ON \"ordered\".\"children\" = \"bounds\".\"children\"\nGROUP BY\n \"bounds\".\"children\",\n \"bounds\".\"pos\",\n \"bounds\".\"lower_rn\",\n \"bounds\".\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite-compatible emulation of PERCENTILE_CONT(0.95) for grouped BMI by children, using window functions, linear interpolation, REAL casting for text-stored numeric values, and a minimum group size filter of 5."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3256f418dff20ea2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3256f418dff20ea2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32a1bcfa006f7825/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32a1bcfa006f7825/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a385fe3f63f84135efe181ca75b6c639efbf306 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32a1bcfa006f7825/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5289, "bytes_utf8": 5289, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 341, "bytes_utf8": 341, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13669, "cached_input_tokens": 12288, "output_tokens": 321, "reasoning_output_tokens": 227}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32a1bcfa006f7825/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32a1bcfa006f7825/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bef14586b1f099959d6a28a5a700b2be0dff00ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32a1bcfa006f7825/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_32a1bcfa006f7825", + "api_calls": 0, + "input_tokens": 13669, + "cached_input_tokens": 12288, + "output_tokens": 321, + "total_tokens": 13990, + "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": 8500.15, + "sql_execution_elapsed_ms_total": 1.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32a1bcfa006f7825/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_d/m4/artifacts/v2q_m4_32a1bcfa006f7825/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32a1bcfa006f7825/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7ac5af90b5f3477768420d3b389a73139b6a1fc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32a1bcfa006f7825/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:11.131355+00:00", + "ended_at": "2026-05-19T15:29:19.631541+00:00", + "elapsed_ms": 8500.15, + "prompt_metrics": { + "chars": 5289, + "bytes_utf8": 5289, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 699, + "bytes_utf8": 699, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 341, + "bytes_utf8": 341, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13669, + "cached_input_tokens": 12288, + "output_tokens": 321, + "reasoning_output_tokens": 227 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32a1bcfa006f7825/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32a1bcfa006f7825/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..95e1c644edb394fdbf8eb449b387a626dd8aa65a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32a1bcfa006f7825/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "region", + "measure_col": "age", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_32a1bcfa006f7825/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32a1bcfa006f7825/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bb347144be159f5137fc5eef5e3af4b7f407093 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32a1bcfa006f7825/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-f2cd-7aa2-bfab-64d4329f917c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"region\\\", SUM(CAST(\\\"age\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the provided Grouped Numeric Sum template with group_col=\\\"region\\\" and measure_col=\\\"age\\\". CAST is used because the schema stores \\\"age\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13669,"cached_input_tokens":12288,"output_tokens":321,"reasoning_output_tokens":227}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32a1bcfa006f7825/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32a1bcfa006f7825/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..02a49b0bc235878f3c108dac42b0ec8a0f84eb7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32a1bcfa006f7825/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"region\", SUM(CAST(\"age\" AS NUMERIC)) AS total_measure\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY total_measure DESC;","notes":"Applied the provided Grouped Numeric Sum template with group_col=\"region\" and measure_col=\"age\". CAST is used because the schema stores \"age\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32a1bcfa006f7825/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32a1bcfa006f7825/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32b0b8bd71fa00a3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32b0b8bd71fa00a3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d755a5cfac29cec0e64c2b12a314ab87b78ce44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32b0b8bd71fa00a3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5291, "bytes_utf8": 5291, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13671, "cached_input_tokens": 12032, "output_tokens": 242, "reasoning_output_tokens": 143}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32b0b8bd71fa00a3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32b0b8bd71fa00a3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ad893c68dd2e4c6598a0046c6365731300b206aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32b0b8bd71fa00a3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_32b0b8bd71fa00a3", + "api_calls": 0, + "input_tokens": 13671, + "cached_input_tokens": 12032, + "output_tokens": 242, + "total_tokens": 13913, + "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": 7917.83, + "sql_execution_elapsed_ms_total": 1.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32b0b8bd71fa00a3/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_d/m4/artifacts/v2q_m4_32b0b8bd71fa00a3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32b0b8bd71fa00a3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d6835eeb6c89c85c12b21d1a9a781a9794641154 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32b0b8bd71fa00a3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:24.496662+00:00", + "ended_at": "2026-05-19T15:30:32.414520+00:00", + "elapsed_ms": 7917.83, + "prompt_metrics": { + "chars": 5291, + "bytes_utf8": 5291, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 716, + "bytes_utf8": 716, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 358, + "bytes_utf8": 358, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13671, + "cached_input_tokens": 12032, + "output_tokens": 242, + "reasoning_output_tokens": 143 + } + }, + "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_d/m4/artifacts/v2q_m4_32b0b8bd71fa00a3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32b0b8bd71fa00a3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5ffc1f8e9633b3c11de2dbb6f058be73ee0b431 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32b0b8bd71fa00a3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "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": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_32b0b8bd71fa00a3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32b0b8bd71fa00a3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..96ba7a8d6407053546a8a29dcd2a9ee3ed9fb561 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32b0b8bd71fa00a3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-1173-7e12-92ca-4c78fc84f174"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"smoker\\\", SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Sum template with group_col=\\\"smoker\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL so SQLite performs numeric summation correctly.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13671,"cached_input_tokens":12032,"output_tokens":242,"reasoning_output_tokens":143}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32b0b8bd71fa00a3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32b0b8bd71fa00a3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1d829dd0a42b3db2e2c2cb9f7299738145634ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32b0b8bd71fa00a3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"smoker\", SUM(CAST(\"age\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY total_measure DESC;","notes":"Used the required Grouped Numeric Sum template with group_col=\"smoker\" and measure_col=\"age\". Cast \"age\" from TEXT to REAL so SQLite performs numeric summation correctly."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32b0b8bd71fa00a3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_32b0b8bd71fa00a3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_358845fde268be0e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_358845fde268be0e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d6729d0229d327c8c909abb8dd1840f44453c84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_358845fde268be0e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5464, "bytes_utf8": 5464, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 536, "bytes_utf8": 536, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13724, "cached_input_tokens": 12032, "output_tokens": 446, "reasoning_output_tokens": 296}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_358845fde268be0e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_358845fde268be0e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fbfa83919f078ceef43dfc52f98c671d492a4c16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_358845fde268be0e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_358845fde268be0e", + "api_calls": 0, + "input_tokens": 13724, + "cached_input_tokens": 12032, + "output_tokens": 446, + "total_tokens": 14170, + "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": 10189.63, + "sql_execution_elapsed_ms_total": 4.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_358845fde268be0e/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_d/m4/artifacts/v2q_m4_358845fde268be0e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_358845fde268be0e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9123ee7e303d73a1858f4b8ad1ab4118e9970d59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_358845fde268be0e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:23.728590+00:00", + "ended_at": "2026-05-19T15:40:33.918245+00:00", + "elapsed_ms": 10189.63, + "prompt_metrics": { + "chars": 5464, + "bytes_utf8": 5464, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 911, + "bytes_utf8": 911, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 536, + "bytes_utf8": 536, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13724, + "cached_input_tokens": 12032, + "output_tokens": 446, + "reasoning_output_tokens": 296 + } + }, + "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_d/m4/artifacts/v2q_m4_358845fde268be0e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_358845fde268be0e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0866722da7c03568c6820ae1240a4b5a0f889f47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_358845fde268be0e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "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": 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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_d/m4/artifacts/v2q_m4_358845fde268be0e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_358845fde268be0e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8a3cd05895cd36edc3ded6130c312721a8b8953 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_358845fde268be0e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-3628-7da0-b052-d92e01de0956"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"age\\\" AS REAL) AS \\\"age\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"age\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"m4\\\"\\n)\\nSELECT \\\"age\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"age\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"age\\\" and num_tiles=10. Cast \\\"age\\\" to REAL because the SQLite schema stores it as TEXT, ensuring correct numeric ordering for the top decile tail slice.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13724,"cached_input_tokens":12032,"output_tokens":446,"reasoning_output_tokens":296}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_358845fde268be0e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_358845fde268be0e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50bee0076e959c33eeba9e11035be1615d9ad63c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_358845fde268be0e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"age\" AS REAL) AS \"age\",\n NTILE(10) OVER (ORDER BY CAST(\"age\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"m4\"\n)\nSELECT \"age\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY \"age\" DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"age\" and num_tiles=10. Cast \"age\" to REAL because the SQLite schema stores it as TEXT, ensuring correct numeric ordering for the top decile tail slice."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_358845fde268be0e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_358845fde268be0e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_37c94d5f53989dd3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_37c94d5f53989dd3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8653c6d183e459681b731f5cd541d48c8863d2b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_37c94d5f53989dd3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5851, "bytes_utf8": 5851, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 648, "bytes_utf8": 648, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13806, "cached_input_tokens": 12672, "output_tokens": 608, "reasoning_output_tokens": 428}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_37c94d5f53989dd3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_37c94d5f53989dd3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1f9502770918d694753c756f53eea4a99247b99c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_37c94d5f53989dd3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_37c94d5f53989dd3", + "api_calls": 0, + "input_tokens": 13806, + "cached_input_tokens": 12672, + "output_tokens": 608, + "total_tokens": 14414, + "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": 16571.52, + "sql_execution_elapsed_ms_total": 3.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_37c94d5f53989dd3/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_d/m4/artifacts/v2q_m4_37c94d5f53989dd3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_37c94d5f53989dd3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d9cbcbf5908532d3b5a9eeffc5aaea9df64a6a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_37c94d5f53989dd3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:56.599955+00:00", + "ended_at": "2026-05-19T15:42:13.171507+00:00", + "elapsed_ms": 16571.52, + "prompt_metrics": { + "chars": 5851, + "bytes_utf8": 5851, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1028, + "bytes_utf8": 1028, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 648, + "bytes_utf8": 648, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13806, + "cached_input_tokens": 12672, + "output_tokens": 608, + "reasoning_output_tokens": 428 + } + }, + "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_d/m4/artifacts/v2q_m4_37c94d5f53989dd3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_37c94d5f53989dd3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcba2169b19e9ab3a4aa116885ffdead5d1a7373 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_37c94d5f53989dd3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "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": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_d/m4/artifacts/v2q_m4_37c94d5f53989dd3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_37c94d5f53989dd3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c557f0c35448781a1f840ecbd52c666bd69aff02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_37c94d5f53989dd3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-a101-7ef3-ad86-78ea96a2eba4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"children\\\", SUM(CAST(\\\"bmi\\\" AS REAL)) AS group_value\\n FROM \\\"m4\\\"\\n WHERE \\\"bmi\\\" IS NOT NULL AND \\\"bmi\\\" <> ''\\n GROUP BY \\\"children\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"children\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the required Relative-to-Total Extreme Threshold template with group_col=\\\"children\\\" and measure_col=\\\"bmi\\\". Casts \\\"bmi\\\" from TEXT to REAL for aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13806,"cached_input_tokens":12672,"output_tokens":608,"reasoning_output_tokens":428}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_37c94d5f53989dd3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_37c94d5f53989dd3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..083a1eac40f534a9eebbab2309561083497c5904 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_37c94d5f53989dd3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"children\", SUM(CAST(\"bmi\" AS REAL)) AS group_value\n FROM \"m4\"\n WHERE \"bmi\" IS NOT NULL AND \"bmi\" <> ''\n GROUP BY \"children\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"children\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Uses the required Relative-to-Total Extreme Threshold template with group_col=\"children\" and measure_col=\"bmi\". Casts \"bmi\" from TEXT to REAL for aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_37c94d5f53989dd3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_37c94d5f53989dd3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_38ac3554a1298c99/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_38ac3554a1298c99/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4011af263c5f699a2cacaba772a09b0a262552b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_38ac3554a1298c99/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5210, "bytes_utf8": 5210, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13646, "cached_input_tokens": 12672, "output_tokens": 191, "reasoning_output_tokens": 111}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_38ac3554a1298c99/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_38ac3554a1298c99/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a62d09d032ddde35e8777761dd51b599199098ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_38ac3554a1298c99/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_38ac3554a1298c99", + "api_calls": 0, + "input_tokens": 13646, + "cached_input_tokens": 12672, + "output_tokens": 191, + "total_tokens": 13837, + "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": 17730.6, + "sql_execution_elapsed_ms_total": 2.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_38ac3554a1298c99/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_d/m4/artifacts/v2q_m4_38ac3554a1298c99/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_38ac3554a1298c99/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..71b5288836b4c1e13083a0afcb0f32dfc5336960 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_38ac3554a1298c99/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:27.702672+00:00", + "ended_at": "2026-05-19T15:31:45.433310+00:00", + "elapsed_ms": 17730.6, + "prompt_metrics": { + "chars": 5210, + "bytes_utf8": 5210, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1629, + "bytes_utf8": 1629, + "lines": 7, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13646, + "cached_input_tokens": 12672, + "output_tokens": 191, + "reasoning_output_tokens": 111 + } + }, + "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_d/m4/artifacts/v2q_m4_38ac3554a1298c99/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_38ac3554a1298c99/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e87d8b54d91a3f5d3dc6936dd732692e060b515 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_38ac3554a1298c99/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=smoker.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "smoker", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_38ac3554a1298c99/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_38ac3554a1298c99/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da2881a993f9d84c8347915adbe051601ded7d12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_38ac3554a1298c99/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40dd-084e-7d41-be7a-9d05aecd3356"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14281. Please try again in 428ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14281. Please try again in 428ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14281. Please try again in 428ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided Grouped Count by Category template with group_col bound to \\\"smoker\\\" on the single table \\\"m4\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13646,"cached_input_tokens":12672,"output_tokens":191,"reasoning_output_tokens":111}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_38ac3554a1298c99/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_38ac3554a1298c99/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c59ccbb660979a02320db6389883ade0b3d0c9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_38ac3554a1298c99/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"smoker\", COUNT(*) AS row_count\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY row_count DESC;","notes":"Uses the provided Grouped Count by Category template with group_col bound to \"smoker\" on the single table \"m4\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_38ac3554a1298c99/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_38ac3554a1298c99/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3f1f80ccf5c4f7db/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3f1f80ccf5c4f7db/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ecb752768564c02da0702e75d4afaf24c6c9dfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3f1f80ccf5c4f7db/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5695, "bytes_utf8": 5695, "lines": 182, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 571, "bytes_utf8": 571, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13786, "cached_input_tokens": 12672, "output_tokens": 502, "reasoning_output_tokens": 345}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3f1f80ccf5c4f7db/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3f1f80ccf5c4f7db/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..63f4ab6a1cbc6eb92dc0a5862089f73e521874ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3f1f80ccf5c4f7db/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_3f1f80ccf5c4f7db", + "api_calls": 0, + "input_tokens": 13786, + "cached_input_tokens": 12672, + "output_tokens": 502, + "total_tokens": 14288, + "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": 14634.66, + "sql_execution_elapsed_ms_total": 5.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3f1f80ccf5c4f7db/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_d/m4/artifacts/v2q_m4_3f1f80ccf5c4f7db/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3f1f80ccf5c4f7db/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7df08cd13546f9cab09c7101853272b709803865 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3f1f80ccf5c4f7db/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:16.462678+00:00", + "ended_at": "2026-05-19T15:36:31.097365+00:00", + "elapsed_ms": 14634.66, + "prompt_metrics": { + "chars": 5695, + "bytes_utf8": 5695, + "lines": 182, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 955, + "bytes_utf8": 955, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 571, + "bytes_utf8": 571, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13786, + "cached_input_tokens": 12672, + "output_tokens": 502, + "reasoning_output_tokens": 345 + } + }, + "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_d/m4/artifacts/v2q_m4_3f1f80ccf5c4f7db/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3f1f80ccf5c4f7db/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccf7b9129742c0d5f953222f4d3d4d9f94f9e349 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3f1f80ccf5c4f7db/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sex, measure_col=children.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "sex", + "measure_col": "children", + "item_col": "age", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_3f1f80ccf5c4f7db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3f1f80ccf5c4f7db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd68fe9639fb2b6eda666c223a284a2b25d6487e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3f1f80ccf5c4f7db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-705b-74e1-9bce-b23d09176abb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"sex\\\", \\\"age\\\",\\n SUM(CAST(\\\"children\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"children\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"children\\\" AS REAL))) OVER (PARTITION BY \\\"sex\\\") AS share_within_group\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"age\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"sex\\\", item_col=\\\"age\\\", and measure_col=\\\"children\\\". Cast \\\"children\\\" to REAL because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13786,"cached_input_tokens":12672,"output_tokens":502,"reasoning_output_tokens":345}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3f1f80ccf5c4f7db/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3f1f80ccf5c4f7db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ed3bcfa30fee09b4de0f40338d68e1825357a02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3f1f80ccf5c4f7db/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"sex\", \"age\",\n SUM(CAST(\"children\" AS REAL)) AS total_measure,\n SUM(CAST(\"children\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"children\" AS REAL))) OVER (PARTITION BY \"sex\") AS share_within_group\nFROM \"m4\"\nGROUP BY \"sex\", \"age\"\nORDER BY share_within_group DESC;","notes":"Used the provided Within-Group Share of Total template with group_col=\"sex\", item_col=\"age\", and measure_col=\"children\". Cast \"children\" to REAL because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3f1f80ccf5c4f7db/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_3f1f80ccf5c4f7db/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_419c4c695e6eb0ef/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_419c4c695e6eb0ef/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01f577963aabaec4fcc627f465294ff9ebf3ce87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_419c4c695e6eb0ef/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5550, "bytes_utf8": 5550, "lines": 183, "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": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13733, "cached_input_tokens": 12032, "output_tokens": 352, "reasoning_output_tokens": 234}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_419c4c695e6eb0ef/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_419c4c695e6eb0ef/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..89736a8e43097d104f8d32aae63afd462d232825 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_419c4c695e6eb0ef/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_419c4c695e6eb0ef", + "api_calls": 0, + "input_tokens": 13733, + "cached_input_tokens": 12032, + "output_tokens": 352, + "total_tokens": 14085, + "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": 8779.58, + "sql_execution_elapsed_ms_total": 2.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_419c4c695e6eb0ef/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_d/m4/artifacts/v2q_m4_419c4c695e6eb0ef/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_419c4c695e6eb0ef/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..440b438316a85db86de8610c5fc502a2901f8d91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_419c4c695e6eb0ef/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:17.088207+00:00", + "ended_at": "2026-05-19T15:55:25.867821+00:00", + "elapsed_ms": 8779.58, + "prompt_metrics": { + "chars": 5550, + "bytes_utf8": 5550, + "lines": 183, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 801, + "bytes_utf8": 801, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 438, + "bytes_utf8": 438, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13733, + "cached_input_tokens": 12032, + "output_tokens": 352, + "reasoning_output_tokens": 234 + } + }, + "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_d/m4/artifacts/v2q_m4_419c4c695e6eb0ef/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_419c4c695e6eb0ef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be31c91e941cbbc3d412ab87015468b0df8fe2ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_419c4c695e6eb0ef/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=smoker, condition_col=children.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "smoker", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_419c4c695e6eb0ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_419c4c695e6eb0ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..763e869f90d3fe36a0ddffffa83cd6b7c5745e29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_419c4c695e6eb0ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-d7e8-7f73-b655-fda28266e338"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"smoker\\\",\\n AVG(CASE WHEN \\\"children\\\" = '0' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the Grouped Condition Rate template with group_col=\\\"smoker\\\" and condition_col=\\\"children\\\", measuring the within-group proportion of rows where children equals '0' (stored as TEXT in this schema).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13733,"cached_input_tokens":12032,"output_tokens":352,"reasoning_output_tokens":234}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_419c4c695e6eb0ef/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_419c4c695e6eb0ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ae697d616be348f5c53f5f3ce6b7ae49a0522c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_419c4c695e6eb0ef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"smoker\",\n AVG(CASE WHEN \"children\" = '0' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the Grouped Condition Rate template with group_col=\"smoker\" and condition_col=\"children\", measuring the within-group proportion of rows where children equals '0' (stored as TEXT in this schema)."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_419c4c695e6eb0ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_419c4c695e6eb0ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_42d3582f1fabd11d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_42d3582f1fabd11d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..077ebb3acf646ff97be7c8a76967c8a04738bf2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_42d3582f1fabd11d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5284, "bytes_utf8": 5284, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 310, "bytes_utf8": 310, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13682, "cached_input_tokens": 12672, "output_tokens": 223, "reasoning_output_tokens": 128}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_42d3582f1fabd11d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_42d3582f1fabd11d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d69b06e3e5743e577a5491bde3fa87bc6a25cc33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_42d3582f1fabd11d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_42d3582f1fabd11d", + "api_calls": 0, + "input_tokens": 13682, + "cached_input_tokens": 12672, + "output_tokens": 223, + "total_tokens": 13905, + "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": 7418.03, + "sql_execution_elapsed_ms_total": 2.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_42d3582f1fabd11d/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_d/m4/artifacts/v2q_m4_42d3582f1fabd11d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_42d3582f1fabd11d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..609812b0be7f75c6ec4e07e1994fe6ae9b407581 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_42d3582f1fabd11d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:16.987869+00:00", + "ended_at": "2026-05-19T15:58:24.405928+00:00", + "elapsed_ms": 7418.03, + "prompt_metrics": { + "chars": 5284, + "bytes_utf8": 5284, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 667, + "bytes_utf8": 667, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 310, + "bytes_utf8": 310, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13682, + "cached_input_tokens": 12672, + "output_tokens": 223, + "reasoning_output_tokens": 128 + } + }, + "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_d/m4/artifacts/v2q_m4_42d3582f1fabd11d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_42d3582f1fabd11d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f15eb58ff6a5334b3125d6147e706a40e2fac4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_42d3582f1fabd11d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=sex.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "sex", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_42d3582f1fabd11d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_42d3582f1fabd11d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cc6b32544a2460b1774050fb23dd61b1a58b8e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_42d3582f1fabd11d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-96ab-7c83-b75f-fe2ca3a5a90a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2.\\nSELECT\\n \\\"sex\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY support ASC, \\\"sex\\\"\\nLIMIT 14;\",\"notes\":\"Applied the Low-Support Group Count template with group_col bound to \\\"sex\\\" and top_k=14 on the single table \\\"m4\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13682,"cached_input_tokens":12672,"output_tokens":223,"reasoning_output_tokens":128}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_42d3582f1fabd11d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_42d3582f1fabd11d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8df16b1cd80ff2a42d62e5d2c44168087940154a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_42d3582f1fabd11d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2.\nSELECT\n \"sex\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY support ASC, \"sex\"\nLIMIT 14;","notes":"Applied the Low-Support Group Count template with group_col bound to \"sex\" and top_k=14 on the single table \"m4\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_42d3582f1fabd11d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_42d3582f1fabd11d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_466079ec16179176/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_466079ec16179176/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9f4c6e2d925167b88c5c8e227beefdaf3aeaf6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_466079ec16179176/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5285, "bytes_utf8": 5285, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 339, "bytes_utf8": 339, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13670, "cached_input_tokens": 12032, "output_tokens": 278, "reasoning_output_tokens": 181}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_466079ec16179176/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_466079ec16179176/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5e287dec28e0913784ac59174e3fc6b9fce5141e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_466079ec16179176/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_466079ec16179176", + "api_calls": 0, + "input_tokens": 13670, + "cached_input_tokens": 12032, + "output_tokens": 278, + "total_tokens": 13948, + "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": 7791.76, + "sql_execution_elapsed_ms_total": 1.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_466079ec16179176/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_d/m4/artifacts/v2q_m4_466079ec16179176/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_466079ec16179176/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..482b430bdc45dd1fa14fb7e1f655b715d36bbf62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_466079ec16179176/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:29.868127+00:00", + "ended_at": "2026-05-19T15:29:37.659915+00:00", + "elapsed_ms": 7791.76, + "prompt_metrics": { + "chars": 5285, + "bytes_utf8": 5285, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 697, + "bytes_utf8": 697, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 339, + "bytes_utf8": 339, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13670, + "cached_input_tokens": 12032, + "output_tokens": 278, + "reasoning_output_tokens": 181 + } + }, + "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_d/m4/artifacts/v2q_m4_466079ec16179176/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_466079ec16179176/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a055e44b5e994615bf0b03769809f45c7e7cb055 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_466079ec16179176/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_466079ec16179176/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_466079ec16179176/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8b6ad834e740bcbaa3983a7a29fe750b002e154 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_466079ec16179176/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-3c2c-7893-a97a-a78f26289579"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"sex\\\", SUM(CAST(\\\"bmi\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the provided Grouped Numeric Sum template with group_col=\\\"sex\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13670,"cached_input_tokens":12032,"output_tokens":278,"reasoning_output_tokens":181}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_466079ec16179176/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_466079ec16179176/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49d77e06ee518c7f4d5b2e5be3033112c856a273 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_466079ec16179176/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"sex\", SUM(CAST(\"bmi\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY total_measure DESC;","notes":"Applied the provided Grouped Numeric Sum template with group_col=\"sex\" and measure_col=\"bmi\". Cast \"bmi\" from TEXT to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_466079ec16179176/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_466079ec16179176/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_46e8a167bb24d5d8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_46e8a167bb24d5d8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f746040da221f3a5d633262d73a16b9c979b8974 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_46e8a167bb24d5d8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5232, "bytes_utf8": 5232, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13661, "cached_input_tokens": 12672, "output_tokens": 607, "reasoning_output_tokens": 494}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_46e8a167bb24d5d8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_46e8a167bb24d5d8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9ea991bc3e9e7b8da96bb33f9e39f2792a70e450 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_46e8a167bb24d5d8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_46e8a167bb24d5d8", + "api_calls": 0, + "input_tokens": 13661, + "cached_input_tokens": 12672, + "output_tokens": 607, + "total_tokens": 14268, + "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": 13146.99, + "sql_execution_elapsed_ms_total": 0.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_46e8a167bb24d5d8/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_d/m4/artifacts/v2q_m4_46e8a167bb24d5d8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_46e8a167bb24d5d8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..579a5abe093a58f7769e916c25f04655da41442a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_46e8a167bb24d5d8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:28.957773+00:00", + "ended_at": "2026-05-19T15:56:42.104789+00:00", + "elapsed_ms": 13146.99, + "prompt_metrics": { + "chars": 5232, + "bytes_utf8": 5232, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 731, + "bytes_utf8": 731, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 383, + "bytes_utf8": 383, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13661, + "cached_input_tokens": 12672, + "output_tokens": 607, + "reasoning_output_tokens": 494 + } + }, + "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_d/m4/artifacts/v2q_m4_46e8a167bb24d5d8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_46e8a167bb24d5d8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c2b56fcbfe15aa1153ca9e6e43f2ea14815081e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_46e8a167bb24d5d8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=bmi.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "bmi", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_46e8a167bb24d5d8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_46e8a167bb24d5d8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e471d51ef969d05d411a2bb5f44e9786cce3feee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_46e8a167bb24d5d8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-f0ac-76f2-b2bc-424b7ec29c2a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"bmi\\\" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m4\\\";\",\"notes\":\"Applied the provided Threshold Rarity CDF template with measure_col bound to \\\"bmi\\\" and measure_threshold fixed at 34.77. CAST(\\\"bmi\\\" AS REAL) is used because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13661,"cached_input_tokens":12672,"output_tokens":607,"reasoning_output_tokens":494}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_46e8a167bb24d5d8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_46e8a167bb24d5d8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9df5d08d984e846f58c9f6d0c11dd76074f30a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_46e8a167bb24d5d8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"bmi\" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m4\";","notes":"Applied the provided Threshold Rarity CDF template with measure_col bound to \"bmi\" and measure_threshold fixed at 34.77. CAST(\"bmi\" AS REAL) is used because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_46e8a167bb24d5d8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_46e8a167bb24d5d8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4a26f509c6c2d9f5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4a26f509c6c2d9f5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5252e9b9c24c3c7c85506266a695f8565f190ea1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4a26f509c6c2d9f5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5544, "bytes_utf8": 5544, "lines": 183, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13730, "cached_input_tokens": 12672, "output_tokens": 407, "reasoning_output_tokens": 294}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4a26f509c6c2d9f5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4a26f509c6c2d9f5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..26afac1352ecafa4f48dfc90c887be8b7c71c81c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4a26f509c6c2d9f5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_4a26f509c6c2d9f5", + "api_calls": 0, + "input_tokens": 13730, + "cached_input_tokens": 12672, + "output_tokens": 407, + "total_tokens": 14137, + "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": 12632.31, + "sql_execution_elapsed_ms_total": 1.25, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4a26f509c6c2d9f5/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_d/m4/artifacts/v2q_m4_4a26f509c6c2d9f5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4a26f509c6c2d9f5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1ad743de1380a618ab5e4bfce2ff378690380dce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4a26f509c6c2d9f5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:19.929075+00:00", + "ended_at": "2026-05-19T15:53:32.561430+00:00", + "elapsed_ms": 12632.31, + "prompt_metrics": { + "chars": 5544, + "bytes_utf8": 5544, + "lines": 183, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 789, + "bytes_utf8": 789, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 430, + "bytes_utf8": 430, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13730, + "cached_input_tokens": 12672, + "output_tokens": 407, + "reasoning_output_tokens": 294 + } + }, + "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_d/m4/artifacts/v2q_m4_4a26f509c6c2d9f5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4a26f509c6c2d9f5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d2badd8553b3cceb3f924038812ec89f5cdd2ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4a26f509c6c2d9f5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sex, condition_col=sex.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "sex", + "condition_col": "sex", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_4a26f509c6c2d9f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4a26f509c6c2d9f5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5e488df2760d9f15080f63ecbbc05fb0ad778ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4a26f509c6c2d9f5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-0e53-7fe3-b106-46b0b6655aab"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sex\\\",\\n AVG(CASE WHEN \\\"sex\\\" = 'female' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the requested Grouped Condition Rate template with both group_col and condition_col bound to \\\"sex\\\" and condition_value set to 'female'. This produces a deterministic within-group rate by sex.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13730,"cached_input_tokens":12672,"output_tokens":407,"reasoning_output_tokens":294}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4a26f509c6c2d9f5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4a26f509c6c2d9f5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b44e9e101fb9bd903faaf7550584aa26ab901879 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4a26f509c6c2d9f5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"sex\",\n AVG(CASE WHEN \"sex\" = 'female' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the requested Grouped Condition Rate template with both group_col and condition_col bound to \"sex\" and condition_value set to 'female'. This produces a deterministic within-group rate by sex."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4a26f509c6c2d9f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4a26f509c6c2d9f5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4bc15b2fb3865d11/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4bc15b2fb3865d11/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..589f4364f1ea9bdf02368025e86cd167b3062f68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4bc15b2fb3865d11/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5846, "bytes_utf8": 5846, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 614, "bytes_utf8": 614, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13805, "cached_input_tokens": 12672, "output_tokens": 404, "reasoning_output_tokens": 241}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4bc15b2fb3865d11/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4bc15b2fb3865d11/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f372997429a1c93ffb405e23e63b00a4ffe5cef1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4bc15b2fb3865d11/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_4bc15b2fb3865d11", + "api_calls": 0, + "input_tokens": 13805, + "cached_input_tokens": 12672, + "output_tokens": 404, + "total_tokens": 14209, + "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": 13466.16, + "sql_execution_elapsed_ms_total": 3.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4bc15b2fb3865d11/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_d/m4/artifacts/v2q_m4_4bc15b2fb3865d11/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4bc15b2fb3865d11/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c23060a111495659ba5c85a18df2a1e33a1bb00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4bc15b2fb3865d11/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:53.837497+00:00", + "ended_at": "2026-05-19T15:43:07.303701+00:00", + "elapsed_ms": 13466.16, + "prompt_metrics": { + "chars": 5846, + "bytes_utf8": 5846, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1318, + "bytes_utf8": 1318, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 614, + "bytes_utf8": 614, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13805, + "cached_input_tokens": 12672, + "output_tokens": 404, + "reasoning_output_tokens": 241 + } + }, + "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_d/m4/artifacts/v2q_m4_4bc15b2fb3865d11/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4bc15b2fb3865d11/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3047fbd98e0fd1e51445742db7d0ac194974ada6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4bc15b2fb3865d11/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "region", + "measure_col": "age", + "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": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_d/m4/artifacts/v2q_m4_4bc15b2fb3865d11/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4bc15b2fb3865d11/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1166517940d85d1e0de0309f3f76747b881b8ff6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4bc15b2fb3865d11/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e7-808c-79e2-a873-f7f2ba5c650c"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1991428, Requested 14440. Please try again in 176ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"region\\\", SUM(CAST(\\\"age\\\" AS REAL)) AS group_value\\n FROM \\\"m4\\\"\\n GROUP BY \\\"region\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"region\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the provided Relative-to-Total Extreme Threshold template with group_col=\\\"region\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL so SUM is SQLite-compatible and numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13805,"cached_input_tokens":12672,"output_tokens":404,"reasoning_output_tokens":241}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4bc15b2fb3865d11/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4bc15b2fb3865d11/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a0172b2bf2025acc11cdff66d6d497535b92934 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4bc15b2fb3865d11/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"region\", SUM(CAST(\"age\" AS REAL)) AS group_value\n FROM \"m4\"\n GROUP BY \"region\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"region\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Used the provided Relative-to-Total Extreme Threshold template with group_col=\"region\" and measure_col=\"age\". Cast \"age\" from TEXT to REAL so SUM is SQLite-compatible and numeric."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4bc15b2fb3865d11/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4bc15b2fb3865d11/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4e79caaf9658165d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4e79caaf9658165d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb35ff4d0becbdbb6bfc282a84d124f6f6bb8a13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4e79caaf9658165d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5701, "bytes_utf8": 5701, "lines": 182, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 565, "bytes_utf8": 565, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13788, "cached_input_tokens": 12032, "output_tokens": 465, "reasoning_output_tokens": 308}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4e79caaf9658165d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4e79caaf9658165d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8f18448c09e71404346c38865b867322015090f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4e79caaf9658165d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_4e79caaf9658165d", + "api_calls": 0, + "input_tokens": 13788, + "cached_input_tokens": 12032, + "output_tokens": 465, + "total_tokens": 14253, + "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": 10677.17, + "sql_execution_elapsed_ms_total": 2.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4e79caaf9658165d/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_d/m4/artifacts/v2q_m4_4e79caaf9658165d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4e79caaf9658165d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..81bd53cfe965de76e99f7de4fcc45de44f6f3fe6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4e79caaf9658165d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:01.183523+00:00", + "ended_at": "2026-05-19T15:33:11.860734+00:00", + "elapsed_ms": 10677.17, + "prompt_metrics": { + "chars": 5701, + "bytes_utf8": 5701, + "lines": 182, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 945, + "bytes_utf8": 945, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 565, + "bytes_utf8": 565, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13788, + "cached_input_tokens": 12032, + "output_tokens": 465, + "reasoning_output_tokens": 308 + } + }, + "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_d/m4/artifacts/v2q_m4_4e79caaf9658165d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4e79caaf9658165d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..51a322d96e7fb67ea611e8a6951d69c1839fa7af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4e79caaf9658165d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "item_col": "age", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_4e79caaf9658165d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4e79caaf9658165d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..542e6dc4ce01c1ed3e864a32d2d57924a7205044 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4e79caaf9658165d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-75a8-76e2-88e2-197d63cd99f2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"smoker\\\", \\\"age\\\",\\n SUM(CAST(\\\"children\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"children\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"children\\\" AS REAL))) OVER (PARTITION BY \\\"smoker\\\") AS share_within_group\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\", \\\"age\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"smoker\\\", item_col=\\\"age\\\", and measure_col=\\\"children\\\". CAST is applied because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13788,"cached_input_tokens":12032,"output_tokens":465,"reasoning_output_tokens":308}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4e79caaf9658165d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4e79caaf9658165d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0f69f295112cf7a98fd86eeb0c705b2bd6212ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4e79caaf9658165d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"smoker\", \"age\",\n SUM(CAST(\"children\" AS REAL)) AS total_measure,\n SUM(CAST(\"children\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"children\" AS REAL))) OVER (PARTITION BY \"smoker\") AS share_within_group\nFROM \"m4\"\nGROUP BY \"smoker\", \"age\"\nORDER BY share_within_group DESC;","notes":"Used the provided Within-Group Share of Total template with group_col=\"smoker\", item_col=\"age\", and measure_col=\"children\". CAST is applied because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4e79caaf9658165d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_4e79caaf9658165d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5038a21866608518/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5038a21866608518/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31b31bfa9c1abcd342395968d80162c5a49ed7ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5038a21866608518/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5291, "bytes_utf8": 5291, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 321, "bytes_utf8": 321, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13682, "cached_input_tokens": 12672, "output_tokens": 205, "reasoning_output_tokens": 107}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5038a21866608518/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5038a21866608518/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fdd8e06d39fa2fd80f65f7a77eb0bbfe3395ae28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5038a21866608518/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5038a21866608518", + "api_calls": 0, + "input_tokens": 13682, + "cached_input_tokens": 12672, + "output_tokens": 205, + "total_tokens": 13887, + "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": 8940.85, + "sql_execution_elapsed_ms_total": 1.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5038a21866608518/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_d/m4/artifacts/v2q_m4_5038a21866608518/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5038a21866608518/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..030cfd5f8412bbfc5c60d03fe4fe045d86f28673 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5038a21866608518/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:57.182818+00:00", + "ended_at": "2026-05-19T15:59:06.123691+00:00", + "elapsed_ms": 8940.85, + "prompt_metrics": { + "chars": 5291, + "bytes_utf8": 5291, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 678, + "bytes_utf8": 678, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 321, + "bytes_utf8": 321, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13682, + "cached_input_tokens": 12672, + "output_tokens": 205, + "reasoning_output_tokens": 107 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5038a21866608518/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5038a21866608518/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97d512cc9948a46e584192452ad1abeb1d647dc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5038a21866608518/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=smoker.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "smoker", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_5038a21866608518/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5038a21866608518/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3cf0e1da50f4d82bf5583e48eb070645aff53be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5038a21866608518/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-33ae-7ef2-bba1-6924a39f4331"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"smoker\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY support ASC, \\\"smoker\\\"\\nLIMIT 16;\",\"notes\":\"Applied the Low-Support Group Count template with group_col bound to \\\"smoker\\\" and top_k=16 on the single table \\\"m4\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13682,"cached_input_tokens":12672,"output_tokens":205,"reasoning_output_tokens":107}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5038a21866608518/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5038a21866608518/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63901c0b9b7246007f2cb9030f658a7f07c6ee55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5038a21866608518/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"smoker\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY support ASC, \"smoker\"\nLIMIT 16;","notes":"Applied the Low-Support Group Count template with group_col bound to \"smoker\" and top_k=16 on the single table \"m4\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5038a21866608518/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5038a21866608518/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_537ae759cba96261/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_537ae759cba96261/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a18ab88059fb15618967d4975d34475d7ff71f20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_537ae759cba96261/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5565, "bytes_utf8": 5565, "lines": 183, "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": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13740, "cached_input_tokens": 12672, "output_tokens": 316, "reasoning_output_tokens": 212}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_537ae759cba96261/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_537ae759cba96261/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5722bc29daa133718c80dc11954741a48d519baf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_537ae759cba96261/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_537ae759cba96261", + "api_calls": 0, + "input_tokens": 13740, + "cached_input_tokens": 12672, + "output_tokens": 316, + "total_tokens": 14056, + "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": 8261.8, + "sql_execution_elapsed_ms_total": 1.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_537ae759cba96261/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_d/m4/artifacts/v2q_m4_537ae759cba96261/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_537ae759cba96261/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..200668cbc0481e79172ed816f254b081e45a2f51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_537ae759cba96261/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:39.139524+00:00", + "ended_at": "2026-05-19T15:54:47.401355+00:00", + "elapsed_ms": 8261.8, + "prompt_metrics": { + "chars": 5565, + "bytes_utf8": 5565, + "lines": 183, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 742, + "bytes_utf8": 742, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 387, + "bytes_utf8": 387, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13740, + "cached_input_tokens": 12672, + "output_tokens": 316, + "reasoning_output_tokens": 212 + } + }, + "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_d/m4/artifacts/v2q_m4_537ae759cba96261/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_537ae759cba96261/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7104c566ac91d9753efd99b8d25243eccb1e7ee2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_537ae759cba96261/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, condition_col=charges.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "sex", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_537ae759cba96261/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_537ae759cba96261/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aceb1cca7c2c8e2aceb2d8e8c35b300c355a9794 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_537ae759cba96261/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-439e-70f3-8b8b-3dc97a75e2d1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sex\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"sex\\\" and condition_col=\\\"charges\\\", using the bound condition_value as an equality check.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13740,"cached_input_tokens":12672,"output_tokens":316,"reasoning_output_tokens":212}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_537ae759cba96261/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_537ae759cba96261/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4654f74505c0f7039f1ccba83b2a63528fba41e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_537ae759cba96261/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"sex\",\n AVG(CASE WHEN \"charges\" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"sex\" and condition_col=\"charges\", using the bound condition_value as an equality check."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_537ae759cba96261/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_537ae759cba96261/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_54a519f48536f778/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_54a519f48536f778/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f82a39920f6e5d8c1528e7b43c4910f64bab9adb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_54a519f48536f778/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5289, "bytes_utf8": 5289, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 305, "bytes_utf8": 305, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13679, "cached_input_tokens": 12672, "output_tokens": 166, "reasoning_output_tokens": 79}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_54a519f48536f778/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_54a519f48536f778/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..927902a688eebb6240e9f5a00c5c3e90f6d29abd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_54a519f48536f778/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_54a519f48536f778", + "api_calls": 0, + "input_tokens": 13679, + "cached_input_tokens": 12672, + "output_tokens": 166, + "total_tokens": 13845, + "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": 8323.79, + "sql_execution_elapsed_ms_total": 1.57, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_54a519f48536f778/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_d/m4/artifacts/v2q_m4_54a519f48536f778/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_54a519f48536f778/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5a2282cc60343958a697f576e60a97d2b69cd0e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_54a519f48536f778/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:01.069008+00:00", + "ended_at": "2026-05-19T15:58:09.392836+00:00", + "elapsed_ms": 8323.79, + "prompt_metrics": { + "chars": 5289, + "bytes_utf8": 5289, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 653, + "bytes_utf8": 653, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 305, + "bytes_utf8": 305, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13679, + "cached_input_tokens": 12672, + "output_tokens": 166, + "reasoning_output_tokens": 79 + } + }, + "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_d/m4/artifacts/v2q_m4_54a519f48536f778/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_54a519f48536f778/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bee2128c2379d4cd2097f8b277164d1d311f24b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_54a519f48536f778/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=region.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "region", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_54a519f48536f778/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_54a519f48536f778/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20e50d875473986f9d34d3851f888b2251413c30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_54a519f48536f778/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-5869-7c01-a566-583a588619db"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"region\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY support ASC, \\\"region\\\"\\nLIMIT 13;\",\"notes\":\"Uses the provided Low-Support Group Count template with group_col bound to region and top_k bound to 13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13679,"cached_input_tokens":12672,"output_tokens":166,"reasoning_output_tokens":79}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_54a519f48536f778/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_54a519f48536f778/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..abe66330d95dfcb4f1c965c98a5a2a2b2fb4f897 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_54a519f48536f778/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"region\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY support ASC, \"region\"\nLIMIT 13;","notes":"Uses the provided Low-Support Group Count template with group_col bound to region and top_k bound to 13."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_54a519f48536f778/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_54a519f48536f778/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5557885644aaef52/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5557885644aaef52/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b249ec463289ff15f5e9eff60e555488c4b93ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5557885644aaef52/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5299, "bytes_utf8": 5299, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13671, "cached_input_tokens": 12032, "output_tokens": 336, "reasoning_output_tokens": 237}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5557885644aaef52/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5557885644aaef52/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2ca3b09575a9bee55d11a16c2fe69aaa7433f603 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5557885644aaef52/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5557885644aaef52", + "api_calls": 0, + "input_tokens": 13671, + "cached_input_tokens": 12032, + "output_tokens": 336, + "total_tokens": 14007, + "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": 10829.58, + "sql_execution_elapsed_ms_total": 2.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5557885644aaef52/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_d/m4/artifacts/v2q_m4_5557885644aaef52/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5557885644aaef52/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ad6ad5b4e0732414b7a3e47139bfb06637cfdc75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5557885644aaef52/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:52.168935+00:00", + "ended_at": "2026-05-19T15:29:02.998557+00:00", + "elapsed_ms": 10829.58, + "prompt_metrics": { + "chars": 5299, + "bytes_utf8": 5299, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 718, + "bytes_utf8": 718, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 360, + "bytes_utf8": 360, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13671, + "cached_input_tokens": 12032, + "output_tokens": 336, + "reasoning_output_tokens": 237 + } + }, + "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_d/m4/artifacts/v2q_m4_5557885644aaef52/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5557885644aaef52/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..65c471a0ac741940f85e84a1b5ca8935e229cc35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5557885644aaef52/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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_d/m4/artifacts/v2q_m4_5557885644aaef52/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5557885644aaef52/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e49c639d470d760457a6ad7f1674b76265275e1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5557885644aaef52/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-a8dd-7811-aba5-356f6765682b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum.\\nSELECT \\\"smoker\\\", SUM(CAST(\\\"children\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped numeric sum template with group_col=\\\"smoker\\\" and measure_col=\\\"children\\\". Cast \\\"children\\\" to NUMERIC because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13671,"cached_input_tokens":12032,"output_tokens":336,"reasoning_output_tokens":237}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5557885644aaef52/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5557885644aaef52/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..845c27d14a0e63b6d9c0723027121898615db36c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5557885644aaef52/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum.\nSELECT \"smoker\", SUM(CAST(\"children\" AS NUMERIC)) AS total_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY total_measure DESC;","notes":"Used the provided grouped numeric sum template with group_col=\"smoker\" and measure_col=\"children\". Cast \"children\" to NUMERIC because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5557885644aaef52/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5557885644aaef52/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_569d9d5212cdb55e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_569d9d5212cdb55e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d096a4af4257298630cc1123935dbc33319dddac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_569d9d5212cdb55e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5240, "bytes_utf8": 5240, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 357, "bytes_utf8": 357, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13660, "cached_input_tokens": 12032, "output_tokens": 224, "reasoning_output_tokens": 122}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_569d9d5212cdb55e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_569d9d5212cdb55e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b7d3bab0445843d5e25436d79888021cee590919 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_569d9d5212cdb55e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_569d9d5212cdb55e", + "api_calls": 0, + "input_tokens": 13660, + "cached_input_tokens": 12032, + "output_tokens": 224, + "total_tokens": 13884, + "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": 7331.08, + "sql_execution_elapsed_ms_total": 1.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_569d9d5212cdb55e/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_d/m4/artifacts/v2q_m4_569d9d5212cdb55e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_569d9d5212cdb55e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1511bfc2b9e28565213811dbd670212004958644 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_569d9d5212cdb55e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:13.046975+00:00", + "ended_at": "2026-05-19T15:56:20.378092+00:00", + "elapsed_ms": 7331.08, + "prompt_metrics": { + "chars": 5240, + "bytes_utf8": 5240, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 701, + "bytes_utf8": 701, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 357, + "bytes_utf8": 357, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13660, + "cached_input_tokens": 12032, + "output_tokens": 224, + "reasoning_output_tokens": 122 + } + }, + "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_d/m4/artifacts/v2q_m4_569d9d5212cdb55e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_569d9d5212cdb55e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4d8b79b320ab57f5a91fd7f896f783441c4e64b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_569d9d5212cdb55e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=children.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "children", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_d/m4/artifacts/v2q_m4_569d9d5212cdb55e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_569d9d5212cdb55e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ef35bbb283adf830247aa780d46c78a8427dfea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_569d9d5212cdb55e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-b287-7a22-8de8-f3e123de078f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"children\\\" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m4\\\";\",\"notes\":\"Applied the Threshold Rarity CDF template with measure_col bound to \\\"children\\\" and measure_threshold fixed at 2.0; cast was added because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13660,"cached_input_tokens":12032,"output_tokens":224,"reasoning_output_tokens":122}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_569d9d5212cdb55e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_569d9d5212cdb55e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bb636881cbfde23bcdee637a4ccaaabd72ef341 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_569d9d5212cdb55e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"children\" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m4\";","notes":"Applied the Threshold Rarity CDF template with measure_col bound to \"children\" and measure_threshold fixed at 2.0; cast was added because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_569d9d5212cdb55e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_569d9d5212cdb55e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_584cc2e6e5cfdf31/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_584cc2e6e5cfdf31/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..651939ee4e01837b8a0d77dfdb47cbf4ca05b4d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_584cc2e6e5cfdf31/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5300, "bytes_utf8": 5300, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13671, "cached_input_tokens": 12032, "output_tokens": 238, "reasoning_output_tokens": 141}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_584cc2e6e5cfdf31/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_584cc2e6e5cfdf31/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..28d40eaa002bf995f574448e8286bdd8cf680f3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_584cc2e6e5cfdf31/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_584cc2e6e5cfdf31", + "api_calls": 0, + "input_tokens": 13671, + "cached_input_tokens": 12032, + "output_tokens": 238, + "total_tokens": 13909, + "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": 8113.49, + "sql_execution_elapsed_ms_total": 2.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_584cc2e6e5cfdf31/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_d/m4/artifacts/v2q_m4_584cc2e6e5cfdf31/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_584cc2e6e5cfdf31/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b7831037dd7b9783211bbe8d356c8a7a9c1c947d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_584cc2e6e5cfdf31/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:03.007851+00:00", + "ended_at": "2026-05-19T15:29:11.121384+00:00", + "elapsed_ms": 8113.49, + "prompt_metrics": { + "chars": 5300, + "bytes_utf8": 5300, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 732, + "bytes_utf8": 732, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 374, + "bytes_utf8": 374, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13671, + "cached_input_tokens": 12032, + "output_tokens": 238, + "reasoning_output_tokens": 141 + } + }, + "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_d/m4/artifacts/v2q_m4_584cc2e6e5cfdf31/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_584cc2e6e5cfdf31/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13ee6ea29e70dabf648a2a65db8023778745a3c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_584cc2e6e5cfdf31/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_584cc2e6e5cfdf31/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_584cc2e6e5cfdf31/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2df5d37c72834f9fb4d079f3245d7818554d9ee1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_584cc2e6e5cfdf31/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-d324-7a92-b05d-dd9ea0d8896c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"smoker\\\", SUM(CAST(\\\"children\\\" AS INTEGER)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required grouped numeric sum template with group_col=\\\"smoker\\\" and measure_col=\\\"children\\\". Cast \\\"children\\\" from TEXT to INTEGER for correct numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13671,"cached_input_tokens":12032,"output_tokens":238,"reasoning_output_tokens":141}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_584cc2e6e5cfdf31/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_584cc2e6e5cfdf31/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dea65c54278efcce6848ffbb6a85dcf7e2ac690f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_584cc2e6e5cfdf31/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"smoker\", SUM(CAST(\"children\" AS INTEGER)) AS total_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY total_measure DESC;","notes":"Used the required grouped numeric sum template with group_col=\"smoker\" and measure_col=\"children\". Cast \"children\" from TEXT to INTEGER for correct numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_584cc2e6e5cfdf31/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_584cc2e6e5cfdf31/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5852f2d4fb7a839c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5852f2d4fb7a839c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e881dc4e018021d966e14e0fda20c6876db8978 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5852f2d4fb7a839c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5596, "bytes_utf8": 5596, "lines": 184, "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": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13760, "cached_input_tokens": 12032, "output_tokens": 328, "reasoning_output_tokens": 225}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5852f2d4fb7a839c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5852f2d4fb7a839c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c5d5f0e0cb3de20fcdd83a54d401eec4310a2df0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5852f2d4fb7a839c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5852f2d4fb7a839c", + "api_calls": 0, + "input_tokens": 13760, + "cached_input_tokens": 12032, + "output_tokens": 328, + "total_tokens": 14088, + "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": 8591.41, + "sql_execution_elapsed_ms_total": 1.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5852f2d4fb7a839c/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_d/m4/artifacts/v2q_m4_5852f2d4fb7a839c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5852f2d4fb7a839c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f9b756234fd5382c7945aa1b327bf4a5367af6e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5852f2d4fb7a839c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:41.624010+00:00", + "ended_at": "2026-05-19T15:38:50.215454+00:00", + "elapsed_ms": 8591.41, + "prompt_metrics": { + "chars": 5596, + "bytes_utf8": 5596, + "lines": 184, + "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": 349, + "bytes_utf8": 349, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13760, + "cached_input_tokens": 12032, + "output_tokens": 328, + "reasoning_output_tokens": 225 + } + }, + "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_d/m4/artifacts/v2q_m4_5852f2d4fb7a839c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5852f2d4fb7a839c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22165a1e20aabd27b9f8f46b00cfae7f056b646c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5852f2d4fb7a839c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=sex, group_col_2=region.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "predicate_col": "sex", + "predicate_op": "=", + "predicate_value": "male", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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_d/m4/artifacts/v2q_m4_5852f2d4fb7a839c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5852f2d4fb7a839c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..674a2605e23b533b0ecb7f4ce7aa382545bf8180 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5852f2d4fb7a839c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-a770-72a2-9186-ed6e9874f1ac"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"sex\\\", \\\"region\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"m4\\\"\\nWHERE \\\"sex\\\" = 'male'\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the specified filtered two-dimensional group count template with group_col=sex, group_col_2=region, and predicate sex='male'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13760,"cached_input_tokens":12032,"output_tokens":328,"reasoning_output_tokens":225}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5852f2d4fb7a839c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5852f2d4fb7a839c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36297abda190a20374f83071404bb5b0a181cc49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5852f2d4fb7a839c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"sex\", \"region\", COUNT(*) AS \"row_count\"\nFROM \"m4\"\nWHERE \"sex\" = 'male'\nGROUP BY \"sex\", \"region\"\nORDER BY \"row_count\" DESC;","notes":"Uses the specified filtered two-dimensional group count template with group_col=sex, group_col_2=region, and predicate sex='male'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5852f2d4fb7a839c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5852f2d4fb7a839c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5adeb8c354bd3e36/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5adeb8c354bd3e36/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b31175628adf1f63d4f19f4b8d24e3dbbda4cdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5adeb8c354bd3e36/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5545, "bytes_utf8": 5545, "lines": 183, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13733, "cached_input_tokens": 12672, "output_tokens": 454, "reasoning_output_tokens": 354}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5adeb8c354bd3e36/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5adeb8c354bd3e36/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5c0143da7c386f584f19a2c2cefb9d86707b56b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5adeb8c354bd3e36/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5adeb8c354bd3e36", + "api_calls": 0, + "input_tokens": 13733, + "cached_input_tokens": 12672, + "output_tokens": 454, + "total_tokens": 14187, + "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": 11754.34, + "sql_execution_elapsed_ms_total": 1.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5adeb8c354bd3e36/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_d/m4/artifacts/v2q_m4_5adeb8c354bd3e36/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5adeb8c354bd3e36/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f38c4c1907188cfbf4628aa246e70b9db461b6be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5adeb8c354bd3e36/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:46.594880+00:00", + "ended_at": "2026-05-19T15:55:58.349245+00:00", + "elapsed_ms": 11754.34, + "prompt_metrics": { + "chars": 5545, + "bytes_utf8": 5545, + "lines": 183, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 701, + "bytes_utf8": 701, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 346, + "bytes_utf8": 346, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13733, + "cached_input_tokens": 12672, + "output_tokens": 454, + "reasoning_output_tokens": 354 + } + }, + "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_d/m4/artifacts/v2q_m4_5adeb8c354bd3e36/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5adeb8c354bd3e36/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8121200a8b5bf461aafba61f25d56ca853f887bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5adeb8c354bd3e36/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=region, condition_col=smoker.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "region", + "condition_col": "smoker", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_5adeb8c354bd3e36/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5adeb8c354bd3e36/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..473a9716afdc0af7680c2959b5915a0542725993 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5adeb8c354bd3e36/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-4b3e-7b42-bc0f-2ab195a1cdde"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"region\\\",\\n AVG(CASE WHEN \\\"smoker\\\" = 'yes' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Computes the within-region proportion of rows where smoker='yes' using the grouped condition-rate template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13733,"cached_input_tokens":12672,"output_tokens":454,"reasoning_output_tokens":354}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5adeb8c354bd3e36/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5adeb8c354bd3e36/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d08956cf90ba8c1d702b63eaa9fb1c8f2c37d97e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5adeb8c354bd3e36/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"region\",\n AVG(CASE WHEN \"smoker\" = 'yes' THEN 1.0 ELSE 0.0 END) AS \"condition_rate\"\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY \"condition_rate\" DESC;","notes":"Computes the within-region proportion of rows where smoker='yes' using the grouped condition-rate template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5adeb8c354bd3e36/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5adeb8c354bd3e36/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5b8498a385fc40ad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5b8498a385fc40ad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d9719e3f11db9a4b73066a41bb4a4cb8f897817 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_5b8498a385fc40ad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-a3ce-7a61-9f27-6188db958196"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"age\\\" AS REAL) AS \\\"age\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"age\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m4\\\"\\n)\\nSELECT \\\"age\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"age\\\" DESC;\",\"notes\":\"Used the provided Quantile Tail Slice template with measure_col bound to \\\"age\\\" and num_tiles=10. \\\"age\\\" is cast to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13724,"cached_input_tokens":12032,"output_tokens":490,"reasoning_output_tokens":354}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bef7cb741d28c8419f9ef294e20a4ab5f548c023 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5290, "bytes_utf8": 5290, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 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": 5290, "bytes_utf8": 5290, "lines": 178, "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": 345, "bytes_utf8": 345, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13682, "cached_input_tokens": 12672, "output_tokens": 212, "reasoning_output_tokens": 117}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7a40c1159d33cf51f745e6923fa42640abb0f7a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/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": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_62f2028f51a63d27", + "api_calls": 0, + "input_tokens": 13682, + "cached_input_tokens": 12672, + "output_tokens": 212, + "total_tokens": 13894, + "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": 10239.34, + "sql_execution_elapsed_ms_total": 2.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/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_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4a0657062f996bdeff12a99dbe27bd994b3fec37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:49.818325+00:00", + "ended_at": "2026-05-19T15:57:52.865779+00:00", + "elapsed_ms": 3047.43, + "returncode": 1, + "prompt_metrics": { + "chars": 5290, + "bytes_utf8": 5290, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..713e179eb06c55ef19ab7a9c92387326460d18de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:53.867588+00:00", + "ended_at": "2026-05-19T15:58:01.059539+00:00", + "elapsed_ms": 7191.91, + "prompt_metrics": { + "chars": 5290, + "bytes_utf8": 5290, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 698, + "bytes_utf8": 698, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 345, + "bytes_utf8": 345, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13682, + "cached_input_tokens": 12672, + "output_tokens": 212, + "reasoning_output_tokens": 117 + } + }, + "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_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61ce55b842925ad29995ad2daf3967cd48d63cfa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=smoker.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "smoker", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..61ce55b842925ad29995ad2daf3967cd48d63cfa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=smoker.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "smoker", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..144ea7b55e0a81c66d9bf3beba2c20c8dfefc4aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-2c82-7cd2-9fc7-02087cd4014a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..791a10242cd48d781903369b9ef4033377d665aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-2c82-7cd2-9fc7-02087cd4014a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c24ef18c6d118e6bb612b815858f55e43c4f7170 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-3c59-76d0-978d-ffaf01688af9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"smoker\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY support ASC, \\\"smoker\\\"\\nLIMIT 17;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to \\\"smoker\\\", returning smoker groups ordered from lowest support to highest.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13682,"cached_input_tokens":12672,"output_tokens":212,"reasoning_output_tokens":117}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..35d19383fa94d33cf8b17346c1aad0013c289153 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"smoker\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY support ASC, \"smoker\"\nLIMIT 17;","notes":"Applies the Low-Support Group Count template with group_col bound to \"smoker\", returning smoker groups ordered from lowest support to highest."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_62f2028f51a63d27/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_647edd7ef31083a1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_647edd7ef31083a1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9c17a547eefcc9496641aeb4374be4d70b6303e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_647edd7ef31083a1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5839, "bytes_utf8": 5839, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 582, "bytes_utf8": 582, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13806, "cached_input_tokens": 12672, "output_tokens": 470, "reasoning_output_tokens": 307}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_647edd7ef31083a1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_647edd7ef31083a1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2aabf4439d2d4e21871b17749059931cacb3a63c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_647edd7ef31083a1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_647edd7ef31083a1", + "api_calls": 0, + "input_tokens": 13806, + "cached_input_tokens": 12672, + "output_tokens": 470, + "total_tokens": 14276, + "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": 17733.08, + "sql_execution_elapsed_ms_total": 1.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_647edd7ef31083a1/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_d/m4/artifacts/v2q_m4_647edd7ef31083a1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_647edd7ef31083a1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..20f71dc57ae523243b7ea80cf36c31b67ffb3a77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_647edd7ef31083a1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:07.314714+00:00", + "ended_at": "2026-05-19T15:43:25.047835+00:00", + "elapsed_ms": 17733.08, + "prompt_metrics": { + "chars": 5839, + "bytes_utf8": 5839, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1286, + "bytes_utf8": 1286, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 582, + "bytes_utf8": 582, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13806, + "cached_input_tokens": 12672, + "output_tokens": 470, + "reasoning_output_tokens": 307 + } + }, + "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_d/m4/artifacts/v2q_m4_647edd7ef31083a1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_647edd7ef31083a1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..306107c87e60326f212cf4f8a25c943c2bddeb54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_647edd7ef31083a1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_d/m4/artifacts/v2q_m4_647edd7ef31083a1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_647edd7ef31083a1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf2e1899dd5d6c34d3b4d42d146389243ad203dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_647edd7ef31083a1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e7-b54e-7f80-bbba-68ee10fe5051"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1999977, Requested 14441. Please try again in 432ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"sex\\\", SUM(CAST(\\\"bmi\\\" AS REAL)) AS group_value\\n FROM \\\"m4\\\"\\n GROUP BY \\\"sex\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"sex\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the Relative-to-Total Extreme Threshold template with group_col=\\\"sex\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13806,"cached_input_tokens":12672,"output_tokens":470,"reasoning_output_tokens":307}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_647edd7ef31083a1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_647edd7ef31083a1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d2c5e659f1bc9d827f10922c0ce756445e2374b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_647edd7ef31083a1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"sex\", SUM(CAST(\"bmi\" AS REAL)) AS group_value\n FROM \"m4\"\n GROUP BY \"sex\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"sex\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Applied the Relative-to-Total Extreme Threshold template with group_col=\"sex\" and measure_col=\"bmi\". Cast \"bmi\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_647edd7ef31083a1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_647edd7ef31083a1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_663bf9918255e925/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_663bf9918255e925/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04bee6d7d37222313af5767ec27278b86c5b7d72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_663bf9918255e925/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5205, "bytes_utf8": 5205, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 274, "bytes_utf8": 274, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13644, "cached_input_tokens": 12032, "output_tokens": 215, "reasoning_output_tokens": 138}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_663bf9918255e925/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_663bf9918255e925/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a4f4e57876ffc04aa1d00b4abfa29b8d6ad56a32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_663bf9918255e925/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_663bf9918255e925", + "api_calls": 0, + "input_tokens": 13644, + "cached_input_tokens": 12032, + "output_tokens": 215, + "total_tokens": 13859, + "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": 7393.6, + "sql_execution_elapsed_ms_total": 1.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_663bf9918255e925/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_d/m4/artifacts/v2q_m4_663bf9918255e925/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_663bf9918255e925/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fdf74eb2125afe0dcd29cab4e7982aaaeb2ac27e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_663bf9918255e925/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:11.222436+00:00", + "ended_at": "2026-05-19T15:31:18.616060+00:00", + "elapsed_ms": 7393.6, + "prompt_metrics": { + "chars": 5205, + "bytes_utf8": 5205, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 624, + "bytes_utf8": 624, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 274, + "bytes_utf8": 274, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13644, + "cached_input_tokens": 12032, + "output_tokens": 215, + "reasoning_output_tokens": 138 + } + }, + "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_d/m4/artifacts/v2q_m4_663bf9918255e925/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_663bf9918255e925/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba400f02849e92ab887de2402cbff65952d5d512 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_663bf9918255e925/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sex.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "sex", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_663bf9918255e925/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_663bf9918255e925/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..267dbd79095a3b4504cc3ab9678c7030746c3bd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_663bf9918255e925/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-c800-7990-a5ad-8e05bd757189"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided Grouped Count by Category template with group_col bound to \\\"sex\\\" on the single table \\\"m4\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13644,"cached_input_tokens":12032,"output_tokens":215,"reasoning_output_tokens":138}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_663bf9918255e925/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_663bf9918255e925/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5f05962d47c9f4487f448cdd4e4d7c7bae2eeef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_663bf9918255e925/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"sex\", COUNT(*) AS row_count\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY row_count DESC;","notes":"Applied the provided Grouped Count by Category template with group_col bound to \"sex\" on the single table \"m4\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_663bf9918255e925/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_663bf9918255e925/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6993f95ebc78a83a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6993f95ebc78a83a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c229aae52d27a1d5fbb5e5e4f21fbc444d76baff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6993f95ebc78a83a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5464, "bytes_utf8": 5464, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1808, "bytes_utf8": 1808, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13708, "cached_input_tokens": 12032, "output_tokens": 2310, "reasoning_output_tokens": 1679}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6993f95ebc78a83a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6993f95ebc78a83a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..871db3d8de11b9f7a2d0572ac3b8fa76b595ba61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6993f95ebc78a83a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6993f95ebc78a83a", + "api_calls": 0, + "input_tokens": 13708, + "cached_input_tokens": 12032, + "output_tokens": 2310, + "total_tokens": 16018, + "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": 33441.46, + "sql_execution_elapsed_ms_total": 11.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6993f95ebc78a83a/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_d/m4/artifacts/v2q_m4_6993f95ebc78a83a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6993f95ebc78a83a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e0537a6505c86f9fa5f1692a50bf033a186bdbdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6993f95ebc78a83a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:39.367930+00:00", + "ended_at": "2026-05-19T15:50:12.809428+00:00", + "elapsed_ms": 33441.46, + "prompt_metrics": { + "chars": 5464, + "bytes_utf8": 5464, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2499, + "bytes_utf8": 2499, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1808, + "bytes_utf8": 1808, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13708, + "cached_input_tokens": 12032, + "output_tokens": 2310, + "reasoning_output_tokens": 1679 + } + }, + "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_d/m4/artifacts/v2q_m4_6993f95ebc78a83a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6993f95ebc78a83a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49cfc8bd9861cedac61eb0729813f1eced7e110e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6993f95ebc78a83a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_6993f95ebc78a83a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6993f95ebc78a83a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..647c8d19f49ceacc58956745b2f532fe6202b7d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6993f95ebc78a83a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-b0c7-74b1-925e-9ee4d8ef6865"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"sex\\\" AS \\\"group_col\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sex\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sex\\\") AS \\\"n\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n \\\"n\\\",\\n (1.0 + (\\\"n\\\" - 1) * 0.95) AS \\\"pos\\\",\\n CAST((1.0 + (\\\"n\\\" - 1) * 0.95) AS INTEGER) AS \\\"lo\\\",\\n CAST((1.0 + (\\\"n\\\" - 1) * 0.95) AS INTEGER) +\\n CASE\\n WHEN (1.0 + (\\\"n\\\" - 1) * 0.95) > CAST((1.0 + (\\\"n\\\" - 1) * 0.95) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"hi\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n \\\"p\\\".\\\"group_col\\\" AS \\\"sex\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"lo\\\" = \\\"p\\\".\\\"hi\\\" THEN\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"measure\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"measure\\\" END) +\\n (\\\"p\\\".\\\"pos\\\" - \\\"p\\\".\\\"lo\\\") * (\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"hi\\\" THEN \\\"o\\\".\\\"measure\\\" END) -\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"measure\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"positions\\\" AS \\\"p\\\"\\nJOIN \\\"ordered\\\" AS \\\"o\\\"\\n ON \\\"o\\\".\\\"group_col\\\" = \\\"p\\\".\\\"group_col\\\"\\nGROUP BY \\\"p\\\".\\\"group_col\\\", \\\"p\\\".\\\"n\\\", \\\"p\\\".\\\"pos\\\", \\\"p\\\".\\\"lo\\\", \\\"p\\\".\\\"hi\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Implements the planned grouped percentile-point template for group_col=sex and measure_col=bmi. Because SQLite does not support PERCENTILE_CONT and bmi is stored as TEXT, the query casts bmi to REAL and computes an interpolated 95th percentile per sex with window functions.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13708,"cached_input_tokens":12032,"output_tokens":2310,"reasoning_output_tokens":1679}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6993f95ebc78a83a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6993f95ebc78a83a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..035dd5c2a1c77508af158efa8343d32efa603dd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6993f95ebc78a83a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"sex\" AS \"group_col\",\n CAST(\"bmi\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sex\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"n\"\n FROM \"m4\"\n WHERE \"sex\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"group_col\",\n \"n\",\n (1.0 + (\"n\" - 1) * 0.95) AS \"pos\",\n CAST((1.0 + (\"n\" - 1) * 0.95) AS INTEGER) AS \"lo\",\n CAST((1.0 + (\"n\" - 1) * 0.95) AS INTEGER) +\n CASE\n WHEN (1.0 + (\"n\" - 1) * 0.95) > CAST((1.0 + (\"n\" - 1) * 0.95) AS INTEGER) THEN 1\n ELSE 0\n END AS \"hi\"\n FROM \"ordered\"\n)\nSELECT\n \"p\".\"group_col\" AS \"sex\",\n CASE\n WHEN \"p\".\"lo\" = \"p\".\"hi\" THEN\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lo\" THEN \"o\".\"measure\" END)\n ELSE\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lo\" THEN \"o\".\"measure\" END) +\n (\"p\".\"pos\" - \"p\".\"lo\") * (\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"hi\" THEN \"o\".\"measure\" END) -\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lo\" THEN \"o\".\"measure\" END)\n )\n END AS \"percentile_measure\"\nFROM \"positions\" AS \"p\"\nJOIN \"ordered\" AS \"o\"\n ON \"o\".\"group_col\" = \"p\".\"group_col\"\nGROUP BY \"p\".\"group_col\", \"p\".\"n\", \"p\".\"pos\", \"p\".\"lo\", \"p\".\"hi\"\nORDER BY \"percentile_measure\" DESC;","notes":"Implements the planned grouped percentile-point template for group_col=sex and measure_col=bmi. Because SQLite does not support PERCENTILE_CONT and bmi is stored as TEXT, the query casts bmi to REAL and computes an interpolated 95th percentile per sex with window functions."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6993f95ebc78a83a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6993f95ebc78a83a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69a17486e46af910/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69a17486e46af910/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93114cc2f451c0f7eb924f30bb242dd0a5c93440 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69a17486e46af910/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5603, "bytes_utf8": 5603, "lines": 184, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13763, "cached_input_tokens": 12672, "output_tokens": 245, "reasoning_output_tokens": 142}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69a17486e46af910/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69a17486e46af910/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b0f956127a19aa7603b4f6ab5c6381000d1a2437 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69a17486e46af910/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_69a17486e46af910", + "api_calls": 0, + "input_tokens": 13763, + "cached_input_tokens": 12672, + "output_tokens": 245, + "total_tokens": 14008, + "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": 7427.92, + "sql_execution_elapsed_ms_total": 0.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69a17486e46af910/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_d/m4/artifacts/v2q_m4_69a17486e46af910/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69a17486e46af910/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..05fb8f5500bba04ee13efcadbde07a43e4af51d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69a17486e46af910/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:11.950568+00:00", + "ended_at": "2026-05-19T15:39:19.378513+00:00", + "elapsed_ms": 7427.92, + "prompt_metrics": { + "chars": 5603, + "bytes_utf8": 5603, + "lines": 184, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 727, + "bytes_utf8": 727, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 364, + "bytes_utf8": 364, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13763, + "cached_input_tokens": 12672, + "output_tokens": 245, + "reasoning_output_tokens": 142 + } + }, + "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_d/m4/artifacts/v2q_m4_69a17486e46af910/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69a17486e46af910/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab75dd87ea7c519db40778e27cd16d1e0597154d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69a17486e46af910/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=smoker, group_col_2=region.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "smoker", + "group_col_2": "region", + "predicate_col": "smoker", + "predicate_op": "=", + "predicate_value": "yes", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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_d/m4/artifacts/v2q_m4_69a17486e46af910/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69a17486e46af910/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ab1ce4b327b40c4d56faa7d531948bf54d3e8fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69a17486e46af910/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-1deb-7c13-b1ea-ac9735da40cb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"smoker\\\", \\\"region\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nWHERE \\\"smoker\\\" = 'yes'\\nGROUP BY \\\"smoker\\\", \\\"region\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided filtered two-dimensional group count template with group_col=\\\"smoker\\\", group_col_2=\\\"region\\\", and predicate smoker='yes'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13763,"cached_input_tokens":12672,"output_tokens":245,"reasoning_output_tokens":142}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69a17486e46af910/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69a17486e46af910/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..726567724114ce75edc58c917b453d59179a85f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69a17486e46af910/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"smoker\", \"region\", COUNT(*) AS row_count\nFROM \"m4\"\nWHERE \"smoker\" = 'yes'\nGROUP BY \"smoker\", \"region\"\nORDER BY row_count DESC;","notes":"Applied the provided filtered two-dimensional group count template with group_col=\"smoker\", group_col_2=\"region\", and predicate smoker='yes'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69a17486e46af910/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69a17486e46af910/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3138aa69c96a3f8af0ebb02506aba740f51fc966 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5472, "bytes_utf8": 5472, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 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": 5472, "bytes_utf8": 5472, "lines": 180, "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": 1840, "bytes_utf8": 1840, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13708, "cached_input_tokens": 12672, "output_tokens": 3511, "reasoning_output_tokens": 2885}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b0b7b1a50b101c60c451741665ee7944e4eb706d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/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": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_69f3a06d368a3e6b", + "api_calls": 0, + "input_tokens": 13708, + "cached_input_tokens": 12672, + "output_tokens": 3511, + "total_tokens": 17219, + "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": 48332.73, + "sql_execution_elapsed_ms_total": 23.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/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_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..33a21632e67c154b46298ac6d8095ef4f3195eb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:17.502863+00:00", + "ended_at": "2026-05-19T15:52:20.410105+00:00", + "elapsed_ms": 2907.21, + "returncode": 1, + "prompt_metrics": { + "chars": 5472, + "bytes_utf8": 5472, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9ffb85bd28722f08cf0ceff5b978682bfaf1448a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:21.411981+00:00", + "ended_at": "2026-05-19T15:53:06.837571+00:00", + "elapsed_ms": 45425.52, + "prompt_metrics": { + "chars": 5472, + "bytes_utf8": 5472, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2460, + "bytes_utf8": 2460, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1840, + "bytes_utf8": 1840, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13708, + "cached_input_tokens": 12672, + "output_tokens": 3511, + "reasoning_output_tokens": 2885 + } + }, + "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_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c49f356d23f2b161b000e7e5d7b087fc2bf43fd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=region, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "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": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c49f356d23f2b161b000e7e5d7b087fc2bf43fd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=region, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "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": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f913415dc3f1069049a932995e4aed6d1a536065 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-1a6e-7502-aa97-bce175c462bc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..159e784d48c1ecd248ccfc0d38de2ce776926183 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-1a6e-7502-aa97-bce175c462bc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4f79224b6e29d78668429c746c6ce7ca6db22d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-29b9-7151-bbfa-7ee5b1434858"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"region\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"params\\\" AS (\\n SELECT DISTINCT\\n \\\"region\\\",\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"target_pos\\\",\\n CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INT) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + 0.95 * (\\\"cnt\\\" - 1)) = CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INT)\\n THEN CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INT)\\n ELSE CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INT) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"region\\\",\\n p.\\\"target_pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"bmi_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN o.\\\"bmi_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"params\\\" AS p\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"region\\\" = p.\\\"region\\\"\\n GROUP BY\\n p.\\\"region\\\",\\n p.\\\"target_pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"region\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"target_pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite-compatible rewrite of the grouped percentile template for group_col=\\\"region\\\" and measure_col=\\\"bmi\\\". It emulates PERCENTILE_CONT(0.95) per region with window functions and linear interpolation, casting \\\"bmi\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13708,"cached_input_tokens":12672,"output_tokens":3511,"reasoning_output_tokens":2885}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..347549d72b27e99edf4560768e2d041c4a0839c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"region\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"region\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"region\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"params\" AS (\n SELECT DISTINCT\n \"region\",\n (1.0 + 0.95 * (\"cnt\" - 1)) AS \"target_pos\",\n CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INT) AS \"lower_rn\",\n CASE\n WHEN (1.0 + 0.95 * (\"cnt\" - 1)) = CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INT)\n THEN CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INT)\n ELSE CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INT) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n p.\"region\",\n p.\"target_pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"bmi_value\" END) AS \"lower_value\",\n MAX(CASE WHEN o.\"rn\" = p.\"upper_rn\" THEN o.\"bmi_value\" END) AS \"upper_value\"\n FROM \"params\" AS p\n JOIN \"ordered\" AS o\n ON o.\"region\" = p.\"region\"\n GROUP BY\n p.\"region\",\n p.\"target_pos\",\n p.\"lower_rn\",\n p.\"upper_rn\"\n)\nSELECT\n \"region\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"target_pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite-compatible rewrite of the grouped percentile template for group_col=\"region\" and measure_col=\"bmi\". It emulates PERCENTILE_CONT(0.95) per region with window functions and linear interpolation, casting \"bmi\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_69f3a06d368a3e6b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..679a96eff6f3da7aa6729e19ea920e391980e374 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5384, "bytes_utf8": 5384, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 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": 5384, "bytes_utf8": 5384, "lines": 180, "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": 417, "bytes_utf8": 417, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13679, "cached_input_tokens": 12032, "output_tokens": 340, "reasoning_output_tokens": 238}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..77d344259c35163ae02e01c47bdbfdc4f7652b5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/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": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6cfb995361e0c4c7", + "api_calls": 0, + "input_tokens": 13679, + "cached_input_tokens": 12032, + "output_tokens": 340, + "total_tokens": 14019, + "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": 12459.72, + "sql_execution_elapsed_ms_total": 10.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/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_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..63a194238260cdaf6f884d522650f6efa7576ee3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/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": "2026-05-19T16:00:48.757629+00:00", + "ended_at": "2026-05-19T16:00:51.959762+00:00", + "elapsed_ms": 3202.11, + "returncode": 1, + "prompt_metrics": { + "chars": 5384, + "bytes_utf8": 5384, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..200a147c72467b6c99ab296599a0ffeb81ead357 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/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": "2026-05-19T16:00:52.961307+00:00", + "ended_at": "2026-05-19T16:01:02.218954+00:00", + "elapsed_ms": 9257.61, + "prompt_metrics": { + "chars": 5384, + "bytes_utf8": 5384, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 775, + "bytes_utf8": 775, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 417, + "bytes_utf8": 417, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13679, + "cached_input_tokens": 12032, + "output_tokens": 340, + "reasoning_output_tokens": 238 + } + }, + "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_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..957cee0b5386f79bc9d7d2882dff8b9d06522d68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "children", + "measure_col": "children", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..957cee0b5386f79bc9d7d2882dff8b9d06522d68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "children", + "measure_col": "children", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd208264e9489f459b5aa030ec86e62c494844d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-e768-7023-b1fe-a5fee935a25c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ad28440e3e9a462b2f035c91ef37b7d4420f3f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-e768-7023-b1fe-a5fee935a25c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..967c2063b6ece5876254c5c72428191d1ba789c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-f7ef-7533-ac3d-0757cf9bb529"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"children\\\",\\n AVG(CAST(\\\"children\\\" AS REAL)) OVER (PARTITION BY \\\"children\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"children\\\" and measure_col=\\\"children\\\". Casted \\\"children\\\" from TEXT to REAL so AVG is SQLite-compatible on the schema provided.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13679,"cached_input_tokens":12032,"output_tokens":340,"reasoning_output_tokens":238}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c52333f196477080976491fe3a86162564503040 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"children\",\n AVG(CAST(\"children\" AS REAL)) OVER (PARTITION BY \"children\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with group_col=\"children\" and measure_col=\"children\". Casted \"children\" from TEXT to REAL so AVG is SQLite-compatible on the schema provided."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6cfb995361e0c4c7/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6ec76ab4ed3dfbed/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6ec76ab4ed3dfbed/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca4095cd76e1992b9fdae28efd4d9758a2e74fe6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6ec76ab4ed3dfbed/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5214, "bytes_utf8": 5214, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 286, "bytes_utf8": 286, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13644, "cached_input_tokens": 12672, "output_tokens": 208, "reasoning_output_tokens": 131}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6ec76ab4ed3dfbed/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6ec76ab4ed3dfbed/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0487630ef3d793e80fcba28bfa8dfe75ea4b1610 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6ec76ab4ed3dfbed/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6ec76ab4ed3dfbed", + "api_calls": 0, + "input_tokens": 13644, + "cached_input_tokens": 12672, + "output_tokens": 208, + "total_tokens": 13852, + "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": 7695.98, + "sql_execution_elapsed_ms_total": 2.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6ec76ab4ed3dfbed/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_d/m4/artifacts/v2q_m4_6ec76ab4ed3dfbed/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6ec76ab4ed3dfbed/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8b99d44556b90284ab4ea7f69fc6f47ebdd05c2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6ec76ab4ed3dfbed/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:42.277575+00:00", + "ended_at": "2026-05-19T15:30:49.973588+00:00", + "elapsed_ms": 7695.98, + "prompt_metrics": { + "chars": 5214, + "bytes_utf8": 5214, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 636, + "bytes_utf8": 636, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 286, + "bytes_utf8": 286, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13644, + "cached_input_tokens": 12672, + "output_tokens": 208, + "reasoning_output_tokens": 131 + } + }, + "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_d/m4/artifacts/v2q_m4_6ec76ab4ed3dfbed/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6ec76ab4ed3dfbed/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fcd0710679e4fac3bc595a15fe47d80d8f572bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6ec76ab4ed3dfbed/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "children", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_6ec76ab4ed3dfbed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6ec76ab4ed3dfbed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7c74dc1dd46c5aef48933bc62ed400aab8fdaab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6ec76ab4ed3dfbed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-56f2-7122-8ae1-cae4affa66fb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"children\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided Grouped Count by Category template with group_col bound to \\\"children\\\" on the single table \\\"m4\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13644,"cached_input_tokens":12672,"output_tokens":208,"reasoning_output_tokens":131}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6ec76ab4ed3dfbed/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6ec76ab4ed3dfbed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..942d842966db792d342b77bd66c8b335f003d82d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6ec76ab4ed3dfbed/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"children\", COUNT(*) AS row_count\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY row_count DESC;","notes":"Uses the provided Grouped Count by Category template with group_col bound to \"children\" on the single table \"m4\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6ec76ab4ed3dfbed/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_6ec76ab4ed3dfbed/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_703b40fd1214fa2e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_703b40fd1214fa2e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..201ae6ee0f56f23ff86ba2da53d97ce6052649de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_703b40fd1214fa2e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5463, "bytes_utf8": 5463, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 749, "bytes_utf8": 749, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13707, "cached_input_tokens": 12672, "output_tokens": 738, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_703b40fd1214fa2e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_703b40fd1214fa2e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..415759395a0199c90aa0c5c4c83cfb727bf7fecd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_703b40fd1214fa2e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_703b40fd1214fa2e", + "api_calls": 0, + "input_tokens": 13707, + "cached_input_tokens": 12672, + "output_tokens": 738, + "total_tokens": 14445, + "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": 14940.36, + "sql_execution_elapsed_ms_total": 4.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_703b40fd1214fa2e/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_d/m4/artifacts/v2q_m4_703b40fd1214fa2e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_703b40fd1214fa2e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f847d5287e4873775ee4aa9468e1914a6a2064ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_703b40fd1214fa2e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:56.941111+00:00", + "ended_at": "2026-05-19T15:45:11.881505+00:00", + "elapsed_ms": 14940.36, + "prompt_metrics": { + "chars": 5463, + "bytes_utf8": 5463, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1170, + "bytes_utf8": 1170, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 749, + "bytes_utf8": 749, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13707, + "cached_input_tokens": 12672, + "output_tokens": 738, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_703b40fd1214fa2e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_703b40fd1214fa2e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..924395ef26c38f29b42292fa8b576340172eb204 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_703b40fd1214fa2e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sex", + "measure_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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_703b40fd1214fa2e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_703b40fd1214fa2e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..00d24d6e18df852c69963646811565146f88c5b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_703b40fd1214fa2e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-6184-7bd3-9466-cd1ee5754ec4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\" AS \\\"group_col\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"measure_col\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"sex\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"cum_dist\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"sex\\\",\\n MIN(\\\"measure_col\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cum_dist\\\" >= 0.95\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite has no PERCENTILE_CONT, so this uses CUME_DIST() and returns the smallest age in each sex group whose cumulative distribution reaches or exceeds 0.95, with age cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13707,"cached_input_tokens":12672,"output_tokens":738,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_703b40fd1214fa2e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_703b40fd1214fa2e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b628c65d58c391c54a7915069883020caaf792eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_703b40fd1214fa2e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sex\" AS \"group_col\",\n CAST(\"age\" AS REAL) AS \"measure_col\",\n CUME_DIST() OVER (\n PARTITION BY \"sex\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"cum_dist\"\n FROM \"m4\"\n WHERE \"sex\" IS NOT NULL\n AND \"age\" IS NOT NULL\n)\nSELECT\n \"group_col\" AS \"sex\",\n MIN(\"measure_col\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cum_dist\" >= 0.95\nGROUP BY \"group_col\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite has no PERCENTILE_CONT, so this uses CUME_DIST() and returns the smallest age in each sex group whose cumulative distribution reaches or exceeds 0.95, with age cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_703b40fd1214fa2e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_703b40fd1214fa2e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_712d9db0092bc950/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_712d9db0092bc950/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be48d3efb9e1553c8a282e3aa1f936beb5506978 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_712d9db0092bc950/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6109, "bytes_utf8": 6109, "lines": 183, "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": 686, "bytes_utf8": 686, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13878, "cached_input_tokens": 12672, "output_tokens": 548, "reasoning_output_tokens": 371}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_712d9db0092bc950/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_712d9db0092bc950/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fb97523d054d4a12483aea066da5c2cdb51db619 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_712d9db0092bc950/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_712d9db0092bc950", + "api_calls": 0, + "input_tokens": 13878, + "cached_input_tokens": 12672, + "output_tokens": 548, + "total_tokens": 14426, + "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": 14790.81, + "sql_execution_elapsed_ms_total": 1.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_712d9db0092bc950/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_d/m4/artifacts/v2q_m4_712d9db0092bc950/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_712d9db0092bc950/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..77a51e68c571af9036140e40051cbe4f83429f4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_712d9db0092bc950/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:43.066373+00:00", + "ended_at": "2026-05-19T15:37:57.857224+00:00", + "elapsed_ms": 14790.81, + "prompt_metrics": { + "chars": 6109, + "bytes_utf8": 6109, + "lines": 183, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1055, + "bytes_utf8": 1055, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 686, + "bytes_utf8": 686, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13878, + "cached_input_tokens": 12672, + "output_tokens": 548, + "reasoning_output_tokens": 371 + } + }, + "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_d/m4/artifacts/v2q_m4_712d9db0092bc950/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_712d9db0092bc950/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e930d2d36309016fc58a1c2e9215371b84e9fbdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_712d9db0092bc950/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=children, condition_col=sex.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "children", + "condition_col": "sex", + "condition_value": "male", + "positive_value": "male", + "negative_value": "female", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_d/m4/artifacts/v2q_m4_712d9db0092bc950/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_712d9db0092bc950/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..52c189f57d3e65305a8d122b42bd46ca93c240e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_712d9db0092bc950/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-c2ad-7180-b3f7-afd0a7ee99ec"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"children\\\",\\n SUM(CASE WHEN \\\"sex\\\" = 'male' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"sex\\\" = 'female' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"children\\\"\\n)\\nSELECT \\\"children\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the planned template with group_col=\\\"children\\\" and condition_col=\\\"sex\\\", computing the male-to-female ratio per children group. NULLIF prevents division-by-zero for groups without female rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13878,"cached_input_tokens":12672,"output_tokens":548,"reasoning_output_tokens":371}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_712d9db0092bc950/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_712d9db0092bc950/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8113c67226b55e43873fe488fc57a830be54f10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_712d9db0092bc950/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"children\",\n SUM(CASE WHEN \"sex\" = 'male' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"sex\" = 'female' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"children\"\n)\nSELECT \"children\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the planned template with group_col=\"children\" and condition_col=\"sex\", computing the male-to-female ratio per children group. NULLIF prevents division-by-zero for groups without female rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_712d9db0092bc950/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_712d9db0092bc950/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_729cdd5723269d9a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_729cdd5723269d9a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e737f5b2beca4fe518b13ee7c62e3c69529962ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_729cdd5723269d9a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5606, "bytes_utf8": 5606, "lines": 184, "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": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13766, "cached_input_tokens": 12032, "output_tokens": 362, "reasoning_output_tokens": 232}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_729cdd5723269d9a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_729cdd5723269d9a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a8b0421970c562cbfdabc6a03f9d6967503ddcdc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_729cdd5723269d9a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_729cdd5723269d9a", + "api_calls": 0, + "input_tokens": 13766, + "cached_input_tokens": 12032, + "output_tokens": 362, + "total_tokens": 14128, + "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": 9301.67, + "sql_execution_elapsed_ms_total": 1.35, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_729cdd5723269d9a/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_d/m4/artifacts/v2q_m4_729cdd5723269d9a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_729cdd5723269d9a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c489a2b9d29e0cf9749817e47b7155083c697464 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_729cdd5723269d9a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:50.221099+00:00", + "ended_at": "2026-05-19T15:38:59.522801+00:00", + "elapsed_ms": 9301.67, + "prompt_metrics": { + "chars": 5606, + "bytes_utf8": 5606, + "lines": 184, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 827, + "bytes_utf8": 827, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 456, + "bytes_utf8": 456, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13766, + "cached_input_tokens": 12032, + "output_tokens": 362, + "reasoning_output_tokens": 232 + } + }, + "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_d/m4/artifacts/v2q_m4_729cdd5723269d9a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_729cdd5723269d9a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da3b4101de8f3cacddd5cac95c1a9d94dc26a047 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_729cdd5723269d9a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=children, group_col_2=smoker.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "children", + "group_col_2": "smoker", + "predicate_col": "bmi", + "predicate_op": ">=", + "predicate_value": 34.77, + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_729cdd5723269d9a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_729cdd5723269d9a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..372c521e1fc22275849851ef9a159174c0bed71f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_729cdd5723269d9a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-c8f2-7931-a178-fa91258498ef"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"children\\\", \\\"smoker\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"bmi\\\" AS REAL) >= 34.77\\nGROUP BY \\\"children\\\", \\\"smoker\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group_col=\\\"children\\\", group_col_2=\\\"smoker\\\", and predicate on \\\"bmi\\\" >= 34.77. Cast \\\"bmi\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13766,"cached_input_tokens":12032,"output_tokens":362,"reasoning_output_tokens":232}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_729cdd5723269d9a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_729cdd5723269d9a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fd276451c5b41d83d188fdc72c0f9b48651a7cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_729cdd5723269d9a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"children\", \"smoker\", COUNT(*) AS row_count\nFROM \"m4\"\nWHERE CAST(\"bmi\" AS REAL) >= 34.77\nGROUP BY \"children\", \"smoker\"\nORDER BY row_count DESC;","notes":"Used the planned filtered two-dimensional group count template with group_col=\"children\", group_col_2=\"smoker\", and predicate on \"bmi\" >= 34.77. Cast \"bmi\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_729cdd5723269d9a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_729cdd5723269d9a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7415cb9880b8f215/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7415cb9880b8f215/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca5c74189190260a55dd49af3c21a8687774aaff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7415cb9880b8f215/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5698, "bytes_utf8": 5698, "lines": 182, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 554, "bytes_utf8": 554, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13787, "cached_input_tokens": 12032, "output_tokens": 643, "reasoning_output_tokens": 489}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7415cb9880b8f215/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7415cb9880b8f215/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f5fcded67a2f5e6b7748f6c1fbf3bd85793d5007 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7415cb9880b8f215/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_7415cb9880b8f215", + "api_calls": 0, + "input_tokens": 13787, + "cached_input_tokens": 12032, + "output_tokens": 643, + "total_tokens": 14430, + "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": 15771.09, + "sql_execution_elapsed_ms_total": 2.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7415cb9880b8f215/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_d/m4/artifacts/v2q_m4_7415cb9880b8f215/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7415cb9880b8f215/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ffb0c55c80c7840329fd7989ff9641cd88138221 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7415cb9880b8f215/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:00.685286+00:00", + "ended_at": "2026-05-19T15:36:16.456409+00:00", + "elapsed_ms": 15771.09, + "prompt_metrics": { + "chars": 5698, + "bytes_utf8": 5698, + "lines": 182, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 934, + "bytes_utf8": 934, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 554, + "bytes_utf8": 554, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13787, + "cached_input_tokens": 12032, + "output_tokens": 643, + "reasoning_output_tokens": 489 + } + }, + "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_d/m4/artifacts/v2q_m4_7415cb9880b8f215/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7415cb9880b8f215/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9442c5ea3be35675b859f8ece9b496d439b772fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7415cb9880b8f215/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, measure_col=children.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "sex", + "measure_col": "children", + "item_col": "age", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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_d/m4/artifacts/v2q_m4_7415cb9880b8f215/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7415cb9880b8f215/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3510096224dedb62477cb58abe4c99761cc95f43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7415cb9880b8f215/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-32c5-7193-afa5-be6e75d0ed64"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"sex\\\", \\\"age\\\",\\n SUM(CAST(\\\"children\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"children\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"children\\\" AS REAL))) OVER (PARTITION BY \\\"sex\\\") AS share_within_group\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"age\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"sex\\\", item_col=\\\"age\\\", and measure_col=\\\"children\\\". CAST is used because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13787,"cached_input_tokens":12032,"output_tokens":643,"reasoning_output_tokens":489}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7415cb9880b8f215/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7415cb9880b8f215/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..225ac52981439ec002b4217550c9ccc1cd16039a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7415cb9880b8f215/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"sex\", \"age\",\n SUM(CAST(\"children\" AS REAL)) AS total_measure,\n SUM(CAST(\"children\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"children\" AS REAL))) OVER (PARTITION BY \"sex\") AS share_within_group\nFROM \"m4\"\nGROUP BY \"sex\", \"age\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"sex\", item_col=\"age\", and measure_col=\"children\". CAST is used because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7415cb9880b8f215/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7415cb9880b8f215/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..32ffd408ee78fca69cfe3f372559652ec126ffdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/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": "2026-05-19T16:01:02.237241+00:00", + "ended_at": "2026-05-19T16:01:05.337732+00:00", + "elapsed_ms": 3100.45, + "returncode": 1, + "prompt_metrics": { + "chars": 5389, + "bytes_utf8": 5389, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..039155a244ac84ae2bb1b63f640466f5a91c6aaf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/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": "2026-05-19T16:01:06.340413+00:00", + "ended_at": "2026-05-19T16:01:09.530571+00:00", + "elapsed_ms": 3190.11, + "returncode": 1, + "prompt_metrics": { + "chars": 5389, + "bytes_utf8": 5389, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9baf35e54da4478206920ab91489331e8da672e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "children", + "measure_col": "children", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9baf35e54da4478206920ab91489331e8da672e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "children", + "measure_col": "children", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b606803aeb30343e4dd3712902246e61ff52308 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-1c4d-7cc2-830f-f1f574f4af24"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00997370e1aba9102f7db8a46e3578247de68bab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-1c4d-7cc2-830f-f1f574f4af24"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f242d9202c7d16e2cea6dda192b1ed731a523fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-2c29-7101-af63-b19303bd9535"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf83b2f7c45ee92f808cec6684d7d36211acaccc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-2c29-7101-af63-b19303bd9535"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7a7869f465bdbb67/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..58ea01f1784c87be9d678c010c62348ba1328059 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:10.566026+00:00", + "ended_at": "2026-05-19T15:52:13.450646+00:00", + "elapsed_ms": 2884.58, + "returncode": 1, + "prompt_metrics": { + "chars": 5468, + "bytes_utf8": 5468, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e9aa6e1e5eaa50845a62d7ae2214b61cc91ab7ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:14.453018+00:00", + "ended_at": "2026-05-19T15:52:17.500259+00:00", + "elapsed_ms": 3047.2, + "returncode": 1, + "prompt_metrics": { + "chars": 5468, + "bytes_utf8": 5468, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4c140b741ea1e02a4f1c543c1c32a60eb6e5903 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=region, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4c140b741ea1e02a4f1c543c1c32a60eb6e5903 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=region, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..795e8b625760bf07f7ce3be5e75756bd8debc807 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-ff67-7be0-a936-953e0aecfd7d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d759095ceba1f160b7670fcd0eacab8d8526cbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-ff67-7be0-a936-953e0aecfd7d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcb1414f14753d96459d16c25f0647478b45abcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-0e7b-7763-b399-eec9c437ba04"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d10c11021329eb9d1abaec2616a1ee815b98b1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-0e7b-7763-b399-eec9c437ba04"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7adcbf7c7f4d4cc5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7eeab0e04a8bcb0d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7eeab0e04a8bcb0d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99c24a31bfaa544676ee8b3a98d30248f50b78d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7eeab0e04a8bcb0d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5484, "bytes_utf8": 5484, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13707, "cached_input_tokens": 12672, "output_tokens": 461, "reasoning_output_tokens": 350}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7eeab0e04a8bcb0d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7eeab0e04a8bcb0d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..552f6507e0621cfa001840a52c885b3c46988677 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7eeab0e04a8bcb0d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_7eeab0e04a8bcb0d", + "api_calls": 0, + "input_tokens": 13707, + "cached_input_tokens": 12672, + "output_tokens": 461, + "total_tokens": 14168, + "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": 10373.54, + "sql_execution_elapsed_ms_total": 1.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7eeab0e04a8bcb0d/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_d/m4/artifacts/v2q_m4_7eeab0e04a8bcb0d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7eeab0e04a8bcb0d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6355eb922ac889d7cb3bf1827651e6068745d562 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7eeab0e04a8bcb0d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:03.947075+00:00", + "ended_at": "2026-05-19T15:51:14.320640+00:00", + "elapsed_ms": 10373.54, + "prompt_metrics": { + "chars": 5484, + "bytes_utf8": 5484, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 806, + "bytes_utf8": 806, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 450, + "bytes_utf8": 450, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13707, + "cached_input_tokens": 12672, + "output_tokens": 461, + "reasoning_output_tokens": 350 + } + }, + "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_d/m4/artifacts/v2q_m4_7eeab0e04a8bcb0d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7eeab0e04a8bcb0d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb3dbb212fb718b54cc3d3d714024f3222f9af85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7eeab0e04a8bcb0d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "children", + "measure_col": "children", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_7eeab0e04a8bcb0d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7eeab0e04a8bcb0d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..33471d71e6bc4e3627babc61f2622c312af28920 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7eeab0e04a8bcb0d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-fb24-7680-ab62-dd525b3fa947"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"children\\\",\\n CAST(\\\"children\\\" AS REAL) AS percentile_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY percentile_measure DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are bound to \\\"children\\\", each group has a single distinct measure value, so the 0.95 percentile within each group simplifies to CAST(\\\"children\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13707,"cached_input_tokens":12672,"output_tokens":461,"reasoning_output_tokens":350}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7eeab0e04a8bcb0d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7eeab0e04a8bcb0d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e10f14975fd7774dc8095d6ce44db751bf8c5b5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7eeab0e04a8bcb0d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT\n \"children\",\n CAST(\"children\" AS REAL) AS percentile_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY percentile_measure DESC;","notes":"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are bound to \"children\", each group has a single distinct measure value, so the 0.95 percentile within each group simplifies to CAST(\"children\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7eeab0e04a8bcb0d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_7eeab0e04a8bcb0d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8271c3f06f71538f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8271c3f06f71538f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d37f9bf8ab76083f848c3b1a2339c3be8b2880f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8271c3f06f71538f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5699, "bytes_utf8": 5699, "lines": 182, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 545, "bytes_utf8": 545, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13787, "cached_input_tokens": 12672, "output_tokens": 464, "reasoning_output_tokens": 309}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8271c3f06f71538f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8271c3f06f71538f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c29be20d6bbc5da147922ab7492489c140ad06db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8271c3f06f71538f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_8271c3f06f71538f", + "api_calls": 0, + "input_tokens": 13787, + "cached_input_tokens": 12672, + "output_tokens": 464, + "total_tokens": 14251, + "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": 10666.6, + "sql_execution_elapsed_ms_total": 14.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8271c3f06f71538f/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_d/m4/artifacts/v2q_m4_8271c3f06f71538f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8271c3f06f71538f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..04f7b68523b05609d4f3728737d67ad1bf96925a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8271c3f06f71538f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:19.487774+00:00", + "ended_at": "2026-05-19T15:32:30.154411+00:00", + "elapsed_ms": 10666.6, + "prompt_metrics": { + "chars": 5699, + "bytes_utf8": 5699, + "lines": 182, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 929, + "bytes_utf8": 929, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 545, + "bytes_utf8": 545, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13787, + "cached_input_tokens": 12672, + "output_tokens": 464, + "reasoning_output_tokens": 309 + } + }, + "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_d/m4/artifacts/v2q_m4_8271c3f06f71538f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8271c3f06f71538f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e3706e1a66af7767bb65370c3b50dc752a8457e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8271c3f06f71538f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "item_col": "charges", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_8271c3f06f71538f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8271c3f06f71538f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f69ef8fae41bb3c5749248666b1d1d3ddd772304 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8271c3f06f71538f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-d2a3-7a51-91bf-74fa01a6a3b6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"children\\\", \\\"charges\\\",\\n SUM(CAST(\\\"bmi\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"bmi\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"bmi\\\" AS REAL))) OVER (PARTITION BY \\\"children\\\") AS share_within_group\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"charges\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the required template with group_col=\\\"children\\\", item_col=\\\"charges\\\", and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13787,"cached_input_tokens":12672,"output_tokens":464,"reasoning_output_tokens":309}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8271c3f06f71538f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8271c3f06f71538f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa61f92cf18f648973ae2c5d758c84eae8280783 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8271c3f06f71538f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"children\", \"charges\",\n SUM(CAST(\"bmi\" AS REAL)) AS total_measure,\n SUM(CAST(\"bmi\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"bmi\" AS REAL))) OVER (PARTITION BY \"children\") AS share_within_group\nFROM \"m4\"\nGROUP BY \"children\", \"charges\"\nORDER BY share_within_group DESC;","notes":"Applied the required template with group_col=\"children\", item_col=\"charges\", and measure_col=\"bmi\". Cast \"bmi\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8271c3f06f71538f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8271c3f06f71538f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8389d906f1a5172f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8389d906f1a5172f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e240e7a6fe6f25d1d74403da22f85dc4cc510fd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8389d906f1a5172f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5284, "bytes_utf8": 5284, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 347, "bytes_utf8": 347, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13669, "cached_input_tokens": 12288, "output_tokens": 324, "reasoning_output_tokens": 226}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8389d906f1a5172f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8389d906f1a5172f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..11c3e7e2d6c0f890e86a00ac9e0758ab81bb00d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8389d906f1a5172f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_8389d906f1a5172f", + "api_calls": 0, + "input_tokens": 13669, + "cached_input_tokens": 12288, + "output_tokens": 324, + "total_tokens": 13993, + "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": 9431.42, + "sql_execution_elapsed_ms_total": 1.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8389d906f1a5172f/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_d/m4/artifacts/v2q_m4_8389d906f1a5172f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8389d906f1a5172f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dd36956e0bd9b7d7f858747395c907e7d46994ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8389d906f1a5172f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:18.006491+00:00", + "ended_at": "2026-05-19T15:28:27.437941+00:00", + "elapsed_ms": 9431.42, + "prompt_metrics": { + "chars": 5284, + "bytes_utf8": 5284, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 713, + "bytes_utf8": 713, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 347, + "bytes_utf8": 347, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13669, + "cached_input_tokens": 12288, + "output_tokens": 324, + "reasoning_output_tokens": 226 + } + }, + "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_d/m4/artifacts/v2q_m4_8389d906f1a5172f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8389d906f1a5172f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdd07ab8f14d57d6426638825cd63c0b8b684a58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8389d906f1a5172f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_8389d906f1a5172f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8389d906f1a5172f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47b3439ce0b934f538d73518e28b2fe629e5087a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8389d906f1a5172f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-234b-70a0-9342-c5f9f816c904"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"sex\\\", SUM(CAST(\\\"age\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the provided Grouped Numeric Sum template with group_col=\\\"sex\\\" and measure_col=\\\"age\\\"; cast \\\"age\\\" from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13669,"cached_input_tokens":12288,"output_tokens":324,"reasoning_output_tokens":226}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8389d906f1a5172f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8389d906f1a5172f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdf451f710d64023d721c9dbe514614aea82603e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8389d906f1a5172f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"sex\", SUM(CAST(\"age\" AS REAL)) AS \"total_measure\"\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the provided Grouped Numeric Sum template with group_col=\"sex\" and measure_col=\"age\"; cast \"age\" from TEXT to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8389d906f1a5172f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_8389d906f1a5172f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_840a699ddaf30de8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_840a699ddaf30de8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aea6b164f17ea1b1fa82368bd786315ba95a05e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_840a699ddaf30de8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5239, "bytes_utf8": 5239, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13660, "cached_input_tokens": 12032, "output_tokens": 252, "reasoning_output_tokens": 145}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_840a699ddaf30de8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_840a699ddaf30de8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cb2b4974ec5b3988a67839f9f9cb08327619ce06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_840a699ddaf30de8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_840a699ddaf30de8", + "api_calls": 0, + "input_tokens": 13660, + "cached_input_tokens": 12032, + "output_tokens": 252, + "total_tokens": 13912, + "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": 8072.53, + "sql_execution_elapsed_ms_total": 0.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_840a699ddaf30de8/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_d/m4/artifacts/v2q_m4_840a699ddaf30de8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_840a699ddaf30de8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f3842e9ce8c7cdfd078103442e1528e03bc5a119 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_840a699ddaf30de8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:42.108986+00:00", + "ended_at": "2026-05-19T15:56:50.181555+00:00", + "elapsed_ms": 8072.53, + "prompt_metrics": { + "chars": 5239, + "bytes_utf8": 5239, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 732, + "bytes_utf8": 732, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 384, + "bytes_utf8": 384, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13660, + "cached_input_tokens": 12032, + "output_tokens": 252, + "reasoning_output_tokens": 145 + } + }, + "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_d/m4/artifacts/v2q_m4_840a699ddaf30de8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_840a699ddaf30de8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..460deb03fb896fea92bec8a3e98e8064f7f78bb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_840a699ddaf30de8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=children.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "children", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT 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_d/m4/artifacts/v2q_m4_840a699ddaf30de8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_840a699ddaf30de8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d608220e366e853f73d5db3bf7bf4f81cdd86ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_840a699ddaf30de8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-2400-7bf0-89c3-3edec077ce31"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"children\\\" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m4\\\";\",\"notes\":\"Applied the Threshold Rarity CDF template with measure_col bound to \\\"children\\\" and measure_threshold fixed at 2.0. Cast \\\"children\\\" to REAL because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13660,"cached_input_tokens":12032,"output_tokens":252,"reasoning_output_tokens":145}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_840a699ddaf30de8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_840a699ddaf30de8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af91c0de12db3a32aac345cece1a28b78e7bbc92 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_840a699ddaf30de8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"children\" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m4\";","notes":"Applied the Threshold Rarity CDF template with measure_col bound to \"children\" and measure_threshold fixed at 2.0. Cast \"children\" to REAL because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_840a699ddaf30de8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_840a699ddaf30de8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_856ad6048f46bcbb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_856ad6048f46bcbb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d544f0f17807983b5440bb32f52be1b7a7a3489 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_856ad6048f46bcbb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5463, "bytes_utf8": 5463, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1735, "bytes_utf8": 1735, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13707, "cached_input_tokens": 12672, "output_tokens": 2024, "reasoning_output_tokens": 1416}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_856ad6048f46bcbb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_856ad6048f46bcbb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eaef93cd4a78276e0c06dab8b07a3b76f41a44f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_856ad6048f46bcbb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_856ad6048f46bcbb", + "api_calls": 0, + "input_tokens": 13707, + "cached_input_tokens": 12672, + "output_tokens": 2024, + "total_tokens": 15731, + "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": 39904.35, + "sql_execution_elapsed_ms_total": 14.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_856ad6048f46bcbb/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_d/m4/artifacts/v2q_m4_856ad6048f46bcbb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_856ad6048f46bcbb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b60dada54154a43c7a88621d9197f04c249b0b88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_856ad6048f46bcbb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:11.889423+00:00", + "ended_at": "2026-05-19T15:45:51.793794+00:00", + "elapsed_ms": 39904.35, + "prompt_metrics": { + "chars": 5463, + "bytes_utf8": 5463, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2356, + "bytes_utf8": 2356, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1735, + "bytes_utf8": 1735, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13707, + "cached_input_tokens": 12672, + "output_tokens": 2024, + "reasoning_output_tokens": 1416 + } + }, + "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_d/m4/artifacts/v2q_m4_856ad6048f46bcbb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_856ad6048f46bcbb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e89edc160580e9364aecc1570e9c8ae8cf0e55e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_856ad6048f46bcbb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sex", + "measure_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": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_856ad6048f46bcbb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_856ad6048f46bcbb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f257552dc8c27ebb7542a1922a1e07c421ff7c8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_856ad6048f46bcbb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-9bdf-72a3-9094-56c4eabd456b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sex\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sex\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" IS NOT NULL\\n AND TRIM(\\\"sex\\\") <> ''\\n AND \\\"age\\\" IS NOT NULL\\n AND TRIM(\\\"age\\\") <> ''\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"sex\\\",\\n (1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS \\\"pos\\\",\\n CAST(1.0 + (0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lo_rn\\\",\\n CASE\\n WHEN (1.0 + (0.9 * (\\\"cnt\\\" - 1))) = CAST(1.0 + (0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST(1.0 + (0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n ELSE CAST(1.0 + (0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"sex\\\",\\n p.\\\"pos\\\",\\n p.\\\"lo_rn\\\",\\n p.\\\"hi_rn\\\",\\n lo.\\\"measure_value\\\" AS \\\"lo_value\\\",\\n hi.\\\"measure_value\\\" AS \\\"hi_value\\\"\\n FROM \\\"positions\\\" AS p\\n JOIN \\\"ordered\\\" AS lo\\n ON lo.\\\"sex\\\" = p.\\\"sex\\\"\\n AND lo.\\\"rn\\\" = p.\\\"lo_rn\\\"\\n JOIN \\\"ordered\\\" AS hi\\n ON hi.\\\"sex\\\" = p.\\\"sex\\\"\\n AND hi.\\\"rn\\\" = p.\\\"hi_rn\\\"\\n)\\nSELECT\\n \\\"sex\\\",\\n CASE\\n WHEN \\\"lo_rn\\\" = \\\"hi_rn\\\" THEN \\\"lo_value\\\"\\n ELSE \\\"lo_value\\\" + ((\\\"pos\\\" - \\\"lo_rn\\\") * (\\\"hi_value\\\" - \\\"lo_value\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query computes the 0.9 continuous percentile of CAST(\\\"age\\\" AS REAL) within each \\\"sex\\\" group using window-function ranks and linear interpolation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13707,"cached_input_tokens":12672,"output_tokens":2024,"reasoning_output_tokens":1416}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_856ad6048f46bcbb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_856ad6048f46bcbb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d62511cbea3d6a37f69cfb01e1cb245ded1cd428 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_856ad6048f46bcbb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"sex\",\n CAST(\"age\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sex\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sex\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"sex\" IS NOT NULL\n AND TRIM(\"sex\") <> ''\n AND \"age\" IS NOT NULL\n AND TRIM(\"age\") <> ''\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"sex\",\n (1.0 + (0.9 * (\"cnt\" - 1))) AS \"pos\",\n CAST(1.0 + (0.9 * (\"cnt\" - 1)) AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN (1.0 + (0.9 * (\"cnt\" - 1))) = CAST(1.0 + (0.9 * (\"cnt\" - 1)) AS INTEGER)\n THEN CAST(1.0 + (0.9 * (\"cnt\" - 1)) AS INTEGER)\n ELSE CAST(1.0 + (0.9 * (\"cnt\" - 1)) AS INTEGER) + 1\n END AS \"hi_rn\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n p.\"sex\",\n p.\"pos\",\n p.\"lo_rn\",\n p.\"hi_rn\",\n lo.\"measure_value\" AS \"lo_value\",\n hi.\"measure_value\" AS \"hi_value\"\n FROM \"positions\" AS p\n JOIN \"ordered\" AS lo\n ON lo.\"sex\" = p.\"sex\"\n AND lo.\"rn\" = p.\"lo_rn\"\n JOIN \"ordered\" AS hi\n ON hi.\"sex\" = p.\"sex\"\n AND hi.\"rn\" = p.\"hi_rn\"\n)\nSELECT\n \"sex\",\n CASE\n WHEN \"lo_rn\" = \"hi_rn\" THEN \"lo_value\"\n ELSE \"lo_value\" + ((\"pos\" - \"lo_rn\") * (\"hi_value\" - \"lo_value\"))\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query computes the 0.9 continuous percentile of CAST(\"age\" AS REAL) within each \"sex\" group using window-function ranks and linear interpolation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_856ad6048f46bcbb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_856ad6048f46bcbb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_85948952a1ad04a1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_85948952a1ad04a1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0994865892951253a885aad1cf61f91c0352c0da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_85948952a1ad04a1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5288, "bytes_utf8": 5288, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 307, "bytes_utf8": 307, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13684, "cached_input_tokens": 12672, "output_tokens": 254, "reasoning_output_tokens": 169}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_85948952a1ad04a1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_85948952a1ad04a1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f1050295d3184ffdb202db730812104fcc3104a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_85948952a1ad04a1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_85948952a1ad04a1", + "api_calls": 0, + "input_tokens": 13684, + "cached_input_tokens": 12672, + "output_tokens": 254, + "total_tokens": 13938, + "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": 10654.67, + "sql_execution_elapsed_ms_total": 1.49, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_85948952a1ad04a1/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_d/m4/artifacts/v2q_m4_85948952a1ad04a1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_85948952a1ad04a1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0e67da1d045a0a35538afe2d5ad0f142af86f029 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_85948952a1ad04a1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:39.158597+00:00", + "ended_at": "2026-05-19T15:57:49.813289+00:00", + "elapsed_ms": 10654.67, + "prompt_metrics": { + "chars": 5288, + "bytes_utf8": 5288, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 656, + "bytes_utf8": 656, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 307, + "bytes_utf8": 307, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13684, + "cached_input_tokens": 12672, + "output_tokens": 254, + "reasoning_output_tokens": 169 + } + }, + "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_d/m4/artifacts/v2q_m4_85948952a1ad04a1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_85948952a1ad04a1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9121debd5cedb675b27e1a3c8e59e2b34997af9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_85948952a1ad04a1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=smoker.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "smoker", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_d/m4/artifacts/v2q_m4_85948952a1ad04a1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_85948952a1ad04a1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0430a327146d6b11cc03355697048ab351573cb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_85948952a1ad04a1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-02f6-7b72-adf5-5290de6d5662"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"smoker\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY support ASC, \\\"smoker\\\"\\nLIMIT 12;\",\"notes\":\"Counts rows by smoker status and returns the lowest-support groups first, following the provided template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13684,"cached_input_tokens":12672,"output_tokens":254,"reasoning_output_tokens":169}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_85948952a1ad04a1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_85948952a1ad04a1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a5e5ec74ad3f72c555b6bdb0ee0dc1665d77a7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_85948952a1ad04a1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"smoker\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY support ASC, \"smoker\"\nLIMIT 12;","notes":"Counts rows by smoker status and returns the lowest-support groups first, following the provided template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_85948952a1ad04a1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_85948952a1ad04a1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_898a7c59c2698148/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_898a7c59c2698148/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ece3744855796801369692783caafc3f4ad4cd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_898a7c59c2698148/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5838, "bytes_utf8": 5838, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 628, "bytes_utf8": 628, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13805, "cached_input_tokens": 12032, "output_tokens": 390, "reasoning_output_tokens": 223}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_898a7c59c2698148/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_898a7c59c2698148/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..78cb4e230b80f9e5ac24e1f8ca16a4fb77abd776 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_898a7c59c2698148/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_898a7c59c2698148", + "api_calls": 0, + "input_tokens": 13805, + "cached_input_tokens": 12032, + "output_tokens": 390, + "total_tokens": 14195, + "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": 11581.62, + "sql_execution_elapsed_ms_total": 1.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_898a7c59c2698148/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_d/m4/artifacts/v2q_m4_898a7c59c2698148/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_898a7c59c2698148/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..42044054742e69281a45f88eab16785a068082bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_898a7c59c2698148/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:20.177085+00:00", + "ended_at": "2026-05-19T15:41:31.758741+00:00", + "elapsed_ms": 11581.62, + "prompt_metrics": { + "chars": 5838, + "bytes_utf8": 5838, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 999, + "bytes_utf8": 999, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 628, + "bytes_utf8": 628, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13805, + "cached_input_tokens": 12032, + "output_tokens": 390, + "reasoning_output_tokens": 223 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_898a7c59c2698148/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_898a7c59c2698148/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..783075e795b5adcd496ecb4fd634f02930ffafb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_898a7c59c2698148/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_d/m4/artifacts/v2q_m4_898a7c59c2698148/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_898a7c59c2698148/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28f6d715904fe26f87a5ea90e2f127d96e9da7eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_898a7c59c2698148/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-12cd-7653-b449-51b8138a7a9b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"sex\\\", SUM(CAST(\\\"age\\\" AS REAL)) AS group_value\\n FROM \\\"m4\\\"\\n GROUP BY \\\"sex\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"sex\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the provided Relative-to-Total Extreme Threshold template with group_col=\\\"sex\\\", measure_col=\\\"age\\\", and fraction_threshold=0.1. Cast \\\"age\\\" from TEXT to REAL for SQLite-compatible numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13805,"cached_input_tokens":12032,"output_tokens":390,"reasoning_output_tokens":223}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_898a7c59c2698148/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_898a7c59c2698148/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca3a3646327f4bc3ff37c069271be7686ea874fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_898a7c59c2698148/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"sex\", SUM(CAST(\"age\" AS REAL)) AS group_value\n FROM \"m4\"\n GROUP BY \"sex\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"sex\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Used the provided Relative-to-Total Extreme Threshold template with group_col=\"sex\", measure_col=\"age\", and fraction_threshold=0.1. Cast \"age\" from TEXT to REAL for SQLite-compatible numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_898a7c59c2698148/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_898a7c59c2698148/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_900883c1613cc6a8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_900883c1613cc6a8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3c0ee997cae615efc2b6785a585e7df13fa573e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_900883c1613cc6a8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5846, "bytes_utf8": 5846, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 581, "bytes_utf8": 581, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13808, "cached_input_tokens": 12672, "output_tokens": 481, "reasoning_output_tokens": 320}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_900883c1613cc6a8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_900883c1613cc6a8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d41d66bf131a33989902cf21c85b1c59bb16b6ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_900883c1613cc6a8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_900883c1613cc6a8", + "api_calls": 0, + "input_tokens": 13808, + "cached_input_tokens": 12672, + "output_tokens": 481, + "total_tokens": 14289, + "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": 10471.9, + "sql_execution_elapsed_ms_total": 1.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_900883c1613cc6a8/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_d/m4/artifacts/v2q_m4_900883c1613cc6a8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_900883c1613cc6a8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fbebef6ba16562e09e4f3768fa858a0aae34f417 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_900883c1613cc6a8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:32.105357+00:00", + "ended_at": "2026-05-19T15:44:42.577300+00:00", + "elapsed_ms": 10471.9, + "prompt_metrics": { + "chars": 5846, + "bytes_utf8": 5846, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 952, + "bytes_utf8": 952, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 581, + "bytes_utf8": 581, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13808, + "cached_input_tokens": 12672, + "output_tokens": 481, + "reasoning_output_tokens": 320 + } + }, + "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_d/m4/artifacts/v2q_m4_900883c1613cc6a8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_900883c1613cc6a8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3be1159b08d17d9edf03c3efe8b9e2b8555a3731 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_900883c1613cc6a8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=region, measure_col=bmi.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_d/m4/artifacts/v2q_m4_900883c1613cc6a8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_900883c1613cc6a8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f30cc02475b20fa857d1a2ddd24541a0c0b843e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_900883c1613cc6a8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-0069-7c91-b232-852933e4a88e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"region\\\", SUM(CAST(\\\"bmi\\\" AS REAL)) AS group_value\\n FROM \\\"m4\\\"\\n GROUP BY \\\"region\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"region\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the planned template with \\\"region\\\" as the grouping column and summed CAST(\\\"bmi\\\" AS REAL) because \\\"bmi\\\" is stored as TEXT in the SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13808,"cached_input_tokens":12672,"output_tokens":481,"reasoning_output_tokens":320}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_900883c1613cc6a8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_900883c1613cc6a8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c779753c505524685177af26ba18ce70e7d74f2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_900883c1613cc6a8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"region\", SUM(CAST(\"bmi\" AS REAL)) AS group_value\n FROM \"m4\"\n GROUP BY \"region\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"region\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Used the planned template with \"region\" as the grouping column and summed CAST(\"bmi\" AS REAL) because \"bmi\" is stored as TEXT in the SQLite schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_900883c1613cc6a8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_900883c1613cc6a8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..99fe83bc1b6695bbe7ada1b4ae820b43c62d9949 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:17.034431+00:00", + "ended_at": "2026-05-19T15:59:20.350242+00:00", + "elapsed_ms": 3315.78, + "returncode": 1, + "prompt_metrics": { + "chars": 5369, + "bytes_utf8": 5369, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4fe27c0a0f14a5f052a57b6582e1a8c1b5d9f4eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:21.352837+00:00", + "ended_at": "2026-05-19T15:59:24.685805+00:00", + "elapsed_ms": 3332.91, + "returncode": 1, + "prompt_metrics": { + "chars": 5369, + "bytes_utf8": 5369, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d5129ff7247d551ed3e11767cde9729ed6102d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "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": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d5129ff7247d551ed3e11767cde9729ed6102d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "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": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..37f10f3660941fb990673920c2cc0795f1b6a076 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-814c-7153-960d-1690145312a4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73b65c1d8f17e8e17e048c4b92b1a90ac6aa4980 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-814c-7153-960d-1690145312a4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..704253b8c99fa16a01af023a25145afd1bbdabe6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-9211-7730-ba37-74bf6f373c68"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3e7b352eda6dad09a6ef407ce8c22b81113b795 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-9211-7730-ba37-74bf6f373c68"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_94a2b773ded502f5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_95b4de97f9c76c88/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_95b4de97f9c76c88/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..200d88dafcd9fc7319941a4e9f0ef9923d8db4fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_95b4de97f9c76c88/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5473, "bytes_utf8": 5473, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 557, "bytes_utf8": 557, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13724, "cached_input_tokens": 12032, "output_tokens": 583, "reasoning_output_tokens": 439}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_95b4de97f9c76c88/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_95b4de97f9c76c88/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8f90a1cc9938d48e36a9ffb47ec71f590bcbb1d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_95b4de97f9c76c88/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_95b4de97f9c76c88", + "api_calls": 0, + "input_tokens": 13724, + "cached_input_tokens": 12032, + "output_tokens": 583, + "total_tokens": 14307, + "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": 19873.02, + "sql_execution_elapsed_ms_total": 3.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_95b4de97f9c76c88/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_d/m4/artifacts/v2q_m4_95b4de97f9c76c88/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_95b4de97f9c76c88/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d1567b5eb9cda3755035a835a77f169487e9633e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_95b4de97f9c76c88/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:48.445551+00:00", + "ended_at": "2026-05-19T15:41:08.318596+00:00", + "elapsed_ms": 19873.02, + "prompt_metrics": { + "chars": 5473, + "bytes_utf8": 5473, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 921, + "bytes_utf8": 921, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 557, + "bytes_utf8": 557, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13724, + "cached_input_tokens": 12032, + "output_tokens": 583, + "reasoning_output_tokens": 439 + } + }, + "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_d/m4/artifacts/v2q_m4_95b4de97f9c76c88/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_95b4de97f9c76c88/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2426e36414677a1be73f3c1cf44e25639baf320c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_95b4de97f9c76c88/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=children.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "children", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_d/m4/artifacts/v2q_m4_95b4de97f9c76c88/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_95b4de97f9c76c88/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ebf76e10639a86b2fee599af2afa8bdd0c257f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_95b4de97f9c76c88/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-96c5-77c1-b229-bf62ed655ec4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT\\n \\\"children\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"children\\\" AS INTEGER) DESC) AS tail_bucket\\n FROM \\\"m4\\\"\\n)\\nSELECT \\\"children\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"children\\\" AS INTEGER) DESC;\",\"notes\":\"Used the Quantile Tail Slice template with measure_col bound to \\\"children\\\" and num_tiles=10. Because \\\"children\\\" is stored as TEXT in the schema snapshot, the query casts it to INTEGER for correct numeric bucketing and ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13724,"cached_input_tokens":12032,"output_tokens":583,"reasoning_output_tokens":439}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_95b4de97f9c76c88/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_95b4de97f9c76c88/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..834bb7fdc1348569ce7097fe76ec95ab0ad614a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_95b4de97f9c76c88/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT\n \"children\",\n NTILE(10) OVER (ORDER BY CAST(\"children\" AS INTEGER) DESC) AS tail_bucket\n FROM \"m4\"\n)\nSELECT \"children\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"children\" AS INTEGER) DESC;","notes":"Used the Quantile Tail Slice template with measure_col bound to \"children\" and num_tiles=10. Because \"children\" is stored as TEXT in the schema snapshot, the query casts it to INTEGER for correct numeric bucketing and ordering."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_95b4de97f9c76c88/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_95b4de97f9c76c88/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98050910f47e12b8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98050910f47e12b8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec856339860511db468da921e2c3b024270b280c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98050910f47e12b8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5294, "bytes_utf8": 5294, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13681, "cached_input_tokens": 12672, "output_tokens": 234, "reasoning_output_tokens": 137}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98050910f47e12b8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98050910f47e12b8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..552e6ba6b0af9c15612df0fdfb9061e76c2f7c02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98050910f47e12b8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_98050910f47e12b8", + "api_calls": 0, + "input_tokens": 13681, + "cached_input_tokens": 12672, + "output_tokens": 234, + "total_tokens": 13915, + "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": 7340.42, + "sql_execution_elapsed_ms_total": 2.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98050910f47e12b8/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_d/m4/artifacts/v2q_m4_98050910f47e12b8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98050910f47e12b8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6ad39d29925c8bc9c435ad225df50c05e76239b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98050910f47e12b8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:39.434379+00:00", + "ended_at": "2026-05-19T15:58:46.774831+00:00", + "elapsed_ms": 7340.42, + "prompt_metrics": { + "chars": 5294, + "bytes_utf8": 5294, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 702, + "bytes_utf8": 702, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 349, + "bytes_utf8": 349, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13681, + "cached_input_tokens": 12672, + "output_tokens": 234, + "reasoning_output_tokens": 137 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98050910f47e12b8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98050910f47e12b8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba816c4ce98ca071b81f6be571cf9f6c502ca36f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98050910f47e12b8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=children.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "children", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_d/m4/artifacts/v2q_m4_98050910f47e12b8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98050910f47e12b8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..14c79281dab86d799ae72ea05e4209c5d33eba4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98050910f47e12b8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-ee5a-7ff1-a960-ba5b1c14bee8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY support ASC, \\\"children\\\"\\nLIMIT 15;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"children\\\" and top_k=15. No joins or non-SQLite features used.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13681,"cached_input_tokens":12672,"output_tokens":234,"reasoning_output_tokens":137}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98050910f47e12b8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98050910f47e12b8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c209aef712849aba4ab803ff91267a753eeb4f07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98050910f47e12b8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"children\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY support ASC, \"children\"\nLIMIT 15;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"children\" and top_k=15. No joins or non-SQLite features used."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98050910f47e12b8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98050910f47e12b8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98ccb0e6b2ff9872/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98ccb0e6b2ff9872/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67cc2b29d4028fcaab81a6c23612318c6e29fe03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98ccb0e6b2ff9872/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5710, "bytes_utf8": 5710, "lines": 182, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 631, "bytes_utf8": 631, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13787, "cached_input_tokens": 12672, "output_tokens": 687, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98ccb0e6b2ff9872/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98ccb0e6b2ff9872/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f8cba76a9e0f265742118d936268fea20244493f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98ccb0e6b2ff9872/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_98ccb0e6b2ff9872", + "api_calls": 0, + "input_tokens": 13787, + "cached_input_tokens": 12672, + "output_tokens": 687, + "total_tokens": 14474, + "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": 18576.57, + "sql_execution_elapsed_ms_total": 2.95, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98ccb0e6b2ff9872/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_d/m4/artifacts/v2q_m4_98ccb0e6b2ff9872/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98ccb0e6b2ff9872/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5788bdcdbdcd0ac159eba10024e704a184532937 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98ccb0e6b2ff9872/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:41.403758+00:00", + "ended_at": "2026-05-19T15:34:59.980364+00:00", + "elapsed_ms": 18576.57, + "prompt_metrics": { + "chars": 5710, + "bytes_utf8": 5710, + "lines": 182, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1015, + "bytes_utf8": 1015, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 631, + "bytes_utf8": 631, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13787, + "cached_input_tokens": 12672, + "output_tokens": 687, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98ccb0e6b2ff9872/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98ccb0e6b2ff9872/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfcc12c6c62378c9e13fc67539835a7713bcbc1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98ccb0e6b2ff9872/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "children", + "measure_col": "children", + "item_col": "age", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_98ccb0e6b2ff9872/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98ccb0e6b2ff9872/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7db5c54026e3b7604f42bb3def4aef9d2d516946 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98ccb0e6b2ff9872/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-fd09-7931-b4db-1f406837b678"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"children\\\", \\\"age\\\",\\n SUM(CAST(\\\"children\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"children\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"children\\\" AS REAL))) OVER (PARTITION BY \\\"children\\\"), 0) AS share_within_group\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"age\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the planned template with group_col=\\\"children\\\", item_col=\\\"age\\\", and measure_col=\\\"children\\\". Cast \\\"children\\\" from TEXT to REAL for aggregation and used NULLIF in the denominator to avoid division-by-zero for the children=0 group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13787,"cached_input_tokens":12672,"output_tokens":687,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98ccb0e6b2ff9872/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98ccb0e6b2ff9872/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aca8c9300f124bfb4b1aacf8d3dbcf855ea71b7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98ccb0e6b2ff9872/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"children\", \"age\",\n SUM(CAST(\"children\" AS REAL)) AS total_measure,\n SUM(CAST(\"children\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"children\" AS REAL))) OVER (PARTITION BY \"children\"), 0) AS share_within_group\nFROM \"m4\"\nGROUP BY \"children\", \"age\"\nORDER BY share_within_group DESC;","notes":"Applied the planned template with group_col=\"children\", item_col=\"age\", and measure_col=\"children\". Cast \"children\" from TEXT to REAL for aggregation and used NULLIF in the denominator to avoid division-by-zero for the children=0 group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98ccb0e6b2ff9872/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_98ccb0e6b2ff9872/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_992096e310ec377c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_992096e310ec377c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b7add881875f4b21076ef2230e6920e7046b2ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_992096e310ec377c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5376, "bytes_utf8": 5376, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13680, "cached_input_tokens": 12672, "output_tokens": 412, "reasoning_output_tokens": 308}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_992096e310ec377c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_992096e310ec377c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c6ed716158dd02e6b3d0cebff8553ff7e06e19f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_992096e310ec377c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_992096e310ec377c", + "api_calls": 0, + "input_tokens": 13680, + "cached_input_tokens": 12672, + "output_tokens": 412, + "total_tokens": 14092, + "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": 9624.69, + "sql_execution_elapsed_ms_total": 12.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_992096e310ec377c/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_d/m4/artifacts/v2q_m4_992096e310ec377c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_992096e310ec377c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b42288c1e972c2a55b8792a29f420dcad11d4106 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_992096e310ec377c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:24.688219+00:00", + "ended_at": "2026-05-19T15:59:34.312937+00:00", + "elapsed_ms": 9624.69, + "prompt_metrics": { + "chars": 5376, + "bytes_utf8": 5376, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 756, + "bytes_utf8": 756, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 398, + "bytes_utf8": 398, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13680, + "cached_input_tokens": 12672, + "output_tokens": 412, + "reasoning_output_tokens": 308 + } + }, + "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_d/m4/artifacts/v2q_m4_992096e310ec377c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_992096e310ec377c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5e20feb93ccf034fd52cabfb97f6ec66d78a615 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_992096e310ec377c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_992096e310ec377c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_992096e310ec377c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..70ebb87c34cfcbfd8480c1277feb9687dddf13df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_992096e310ec377c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-9f28-76a2-984e-aa10ddf5cbe0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"children\\\",\\n AVG(CAST(\\\"bmi\\\" AS REAL)) OVER (PARTITION BY \\\"children\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the Window Partition Average template with group_col=\\\"children\\\" and measure_col=\\\"bmi\\\". CAST(\\\"bmi\\\" AS REAL) is required because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13680,"cached_input_tokens":12672,"output_tokens":412,"reasoning_output_tokens":308}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_992096e310ec377c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_992096e310ec377c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..716e17f52f62b9c9b18b478df9d0fb28f5f85bc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_992096e310ec377c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"children\",\n AVG(CAST(\"bmi\" AS REAL)) OVER (PARTITION BY \"children\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;","notes":"Used the Window Partition Average template with group_col=\"children\" and measure_col=\"bmi\". CAST(\"bmi\" AS REAL) is required because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_992096e310ec377c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_992096e310ec377c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9a4dfc6cf180cbd7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9a4dfc6cf180cbd7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cbe91c723d646bc4dc5c7ea4e1320b6359182e48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9a4dfc6cf180cbd7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5692, "bytes_utf8": 5692, "lines": 182, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 589, "bytes_utf8": 589, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13789, "cached_input_tokens": 12672, "output_tokens": 690, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9a4dfc6cf180cbd7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9a4dfc6cf180cbd7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4b7d1cf510e3a4392de2c8de02c13c848f1ac1a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9a4dfc6cf180cbd7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_9a4dfc6cf180cbd7", + "api_calls": 0, + "input_tokens": 13789, + "cached_input_tokens": 12672, + "output_tokens": 690, + "total_tokens": 14479, + "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": 14192.7, + "sql_execution_elapsed_ms_total": 4.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9a4dfc6cf180cbd7/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_d/m4/artifacts/v2q_m4_9a4dfc6cf180cbd7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9a4dfc6cf180cbd7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..62a506e5eb17ad2b933977d204fea093f69f15dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9a4dfc6cf180cbd7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:15.302426+00:00", + "ended_at": "2026-05-19T15:35:29.495156+00:00", + "elapsed_ms": 14192.7, + "prompt_metrics": { + "chars": 5692, + "bytes_utf8": 5692, + "lines": 182, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 985, + "bytes_utf8": 985, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 589, + "bytes_utf8": 589, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13789, + "cached_input_tokens": 12672, + "output_tokens": 690, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9a4dfc6cf180cbd7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9a4dfc6cf180cbd7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00790712e2adcf5d96ee37309bf3a93acc220786 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9a4dfc6cf180cbd7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=smoker, measure_col=age.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "item_col": "bmi", + "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": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_9a4dfc6cf180cbd7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9a4dfc6cf180cbd7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..236d1e4d5ba4b45fdb71c30cf9c25a7f2f094aa3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9a4dfc6cf180cbd7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-8152-7033-acfb-5951cedfdb6f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"smoker\\\", \\\"bmi\\\",\\n SUM(CAST(\\\"age\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"age\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"age\\\" AS REAL))) OVER (PARTITION BY \\\"smoker\\\") AS \\\"share_within_group\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\", \\\"bmi\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Instantiated the provided Within-Group Share of Total template with group_col=\\\"smoker\\\", item_col=\\\"bmi\\\", and measure_col=\\\"age\\\". CAST(\\\"age\\\" AS REAL) is used because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13789,"cached_input_tokens":12672,"output_tokens":690,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9a4dfc6cf180cbd7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9a4dfc6cf180cbd7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdc02723ba8901c25dd001b584859cba947dc341 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9a4dfc6cf180cbd7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"smoker\", \"bmi\",\n SUM(CAST(\"age\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"age\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"age\" AS REAL))) OVER (PARTITION BY \"smoker\") AS \"share_within_group\"\nFROM \"m4\"\nGROUP BY \"smoker\", \"bmi\"\nORDER BY \"share_within_group\" DESC;","notes":"Instantiated the provided Within-Group Share of Total template with group_col=\"smoker\", item_col=\"bmi\", and measure_col=\"age\". CAST(\"age\" AS REAL) is used because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9a4dfc6cf180cbd7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9a4dfc6cf180cbd7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9b746124cfb57df1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9b746124cfb57df1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..330d0e6b29b850b4341e8bd962e04fe5ef0fe47f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9b746124cfb57df1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5563, "bytes_utf8": 5563, "lines": 183, "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": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13739, "cached_input_tokens": 12672, "output_tokens": 314, "reasoning_output_tokens": 200}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9b746124cfb57df1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9b746124cfb57df1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a84b2892cb64e18b6b533fbd6f3e6ad57e6aee3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9b746124cfb57df1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_9b746124cfb57df1", + "api_calls": 0, + "input_tokens": 13739, + "cached_input_tokens": 12672, + "output_tokens": 314, + "total_tokens": 14053, + "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": 8884.35, + "sql_execution_elapsed_ms_total": 1.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9b746124cfb57df1/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_d/m4/artifacts/v2q_m4_9b746124cfb57df1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9b746124cfb57df1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff42e303afebbe53525ee9f58ce1cfa125c4b8ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9b746124cfb57df1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:47.408000+00:00", + "ended_at": "2026-05-19T15:54:56.292373+00:00", + "elapsed_ms": 8884.35, + "prompt_metrics": { + "chars": 5563, + "bytes_utf8": 5563, + "lines": 183, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 773, + "bytes_utf8": 773, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 410, + "bytes_utf8": 410, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13739, + "cached_input_tokens": 12672, + "output_tokens": 314, + "reasoning_output_tokens": 200 + } + }, + "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_d/m4/artifacts/v2q_m4_9b746124cfb57df1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9b746124cfb57df1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6a3aeed3f559972ddef00e0b904d5cb30319b10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9b746124cfb57df1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sex, condition_col=charges.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "sex", + "condition_col": "charges", + "condition_value": "10602.385", + "positive_value": "10096.97", + "negative_value": "10602.385", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_9b746124cfb57df1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9b746124cfb57df1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d38fd788ebdbf17c7abb76b0127a6eb88d04f96c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9b746124cfb57df1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-6406-7c01-a65b-f298883216c5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sex\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10602.385' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with group_col=\\\"sex\\\" and condition_col=\\\"charges\\\", using an exact equality check against the bound condition value '10602.385'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13739,"cached_input_tokens":12672,"output_tokens":314,"reasoning_output_tokens":200}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9b746124cfb57df1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9b746124cfb57df1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b61457779716c9cdf32f62f75d04728b41124174 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9b746124cfb57df1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"sex\",\n AVG(CASE WHEN \"charges\" = '10602.385' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the Grouped Condition Rate template with group_col=\"sex\" and condition_col=\"charges\", using an exact equality check against the bound condition value '10602.385'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9b746124cfb57df1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9b746124cfb57df1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9ff51f872c6a5aff/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9ff51f872c6a5aff/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..123c1b335a25060233ae70b5e26d72fc4f2fc698 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9ff51f872c6a5aff/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5547, "bytes_utf8": 5547, "lines": 183, "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": 320, "bytes_utf8": 320, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13732, "cached_input_tokens": 12672, "output_tokens": 282, "reasoning_output_tokens": 187}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9ff51f872c6a5aff/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9ff51f872c6a5aff/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7c3177011e390dcb787fa6f76fb3b1c4b86e8c80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9ff51f872c6a5aff/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_9ff51f872c6a5aff", + "api_calls": 0, + "input_tokens": 13732, + "cached_input_tokens": 12672, + "output_tokens": 282, + "total_tokens": 14014, + "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": 8027.96, + "sql_execution_elapsed_ms_total": 1.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9ff51f872c6a5aff/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_d/m4/artifacts/v2q_m4_9ff51f872c6a5aff/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9ff51f872c6a5aff/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7b075e7dd496d5c186a7173fe6aef70344d336da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9ff51f872c6a5aff/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:25.877704+00:00", + "ended_at": "2026-05-19T15:55:33.905710+00:00", + "elapsed_ms": 8027.96, + "prompt_metrics": { + "chars": 5547, + "bytes_utf8": 5547, + "lines": 183, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 675, + "bytes_utf8": 675, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 320, + "bytes_utf8": 320, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13732, + "cached_input_tokens": 12672, + "output_tokens": 282, + "reasoning_output_tokens": 187 + } + }, + "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_d/m4/artifacts/v2q_m4_9ff51f872c6a5aff/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9ff51f872c6a5aff/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..98f61890dda55c1e88d536d06682bf7b163a81f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9ff51f872c6a5aff/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=smoker, condition_col=children.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "smoker", + "condition_col": "children", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_9ff51f872c6a5aff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9ff51f872c6a5aff/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..21fa0b393e406d35c3b8a9cbc6590402270a27ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9ff51f872c6a5aff/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-fa3e-7142-8399-e15d125ca639"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"smoker\\\",\\n AVG(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Grouped by \\\"smoker\\\" and calculated the average indicator for rows where \\\"children\\\" = '1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13732,"cached_input_tokens":12672,"output_tokens":282,"reasoning_output_tokens":187}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9ff51f872c6a5aff/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9ff51f872c6a5aff/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3f14761b80b4440db97c2401702fb691ecdc9e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9ff51f872c6a5aff/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"smoker\",\n AVG(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY condition_rate DESC;","notes":"Grouped by \"smoker\" and calculated the average indicator for rows where \"children\" = '1'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9ff51f872c6a5aff/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_9ff51f872c6a5aff/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a030230844480125/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a030230844480125/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05ef713fb335c311c0bd53233053d5091c47ff9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a030230844480125/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5384, "bytes_utf8": 5384, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13682, "cached_input_tokens": 12032, "output_tokens": 317, "reasoning_output_tokens": 212}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a030230844480125/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a030230844480125/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bac3ce2592ac8ae59997cda589031103677a581b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a030230844480125/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_a030230844480125", + "api_calls": 0, + "input_tokens": 13682, + "cached_input_tokens": 12032, + "output_tokens": 317, + "total_tokens": 13999, + "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": 12059.62, + "sql_execution_elapsed_ms_total": 8.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a030230844480125/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_d/m4/artifacts/v2q_m4_a030230844480125/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a030230844480125/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..60b79607130796f422c6e1663e6a5bdabf645246 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a030230844480125/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:00.610089+00:00", + "ended_at": "2026-05-19T16:00:12.669737+00:00", + "elapsed_ms": 12059.62, + "prompt_metrics": { + "chars": 5384, + "bytes_utf8": 5384, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 769, + "bytes_utf8": 769, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 410, + "bytes_utf8": 410, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13682, + "cached_input_tokens": 12032, + "output_tokens": 317, + "reasoning_output_tokens": 212 + } + }, + "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_d/m4/artifacts/v2q_m4_a030230844480125/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a030230844480125/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b625f6aab29efe9eb7ed9ebda77e651fdfd4500f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a030230844480125/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_a030230844480125/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a030230844480125/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f89c5d4057a4cbbee976e98dd76e408a3fe8ea8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a030230844480125/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-2b69-7a40-80c4-c47d1d2c1e67"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"smoker\\\",\\n AVG(CAST(\\\"children\\\" AS REAL)) OVER (PARTITION BY \\\"smoker\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"smoker\\\" and measure_col=\\\"children\\\". Cast \\\"children\\\" to REAL because the SQLite schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13682,"cached_input_tokens":12032,"output_tokens":317,"reasoning_output_tokens":212}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a030230844480125/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a030230844480125/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba8185e843c5eb90b572f23cedaa0a5c47ad9d3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a030230844480125/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"smoker\",\n AVG(CAST(\"children\" AS REAL)) OVER (PARTITION BY \"smoker\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with group_col=\"smoker\" and measure_col=\"children\". Cast \"children\" to REAL because the SQLite schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a030230844480125/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a030230844480125/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a7622e4aaf887ab4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a7622e4aaf887ab4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e4a198f884b66b03ba3a22c06e972fa7758e569 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a7622e4aaf887ab4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5292, "bytes_utf8": 5292, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 299, "bytes_utf8": 299, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13679, "cached_input_tokens": 12032, "output_tokens": 233, "reasoning_output_tokens": 147}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a7622e4aaf887ab4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a7622e4aaf887ab4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5dad833dd5b3ff368a1b5ea597b2182bb6c9d930 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a7622e4aaf887ab4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_a7622e4aaf887ab4", + "api_calls": 0, + "input_tokens": 13679, + "cached_input_tokens": 12032, + "output_tokens": 233, + "total_tokens": 13912, + "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": 7893.47, + "sql_execution_elapsed_ms_total": 1.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a7622e4aaf887ab4/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_d/m4/artifacts/v2q_m4_a7622e4aaf887ab4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a7622e4aaf887ab4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0f3cb55652025c7eff7f82ff932672b770736b05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a7622e4aaf887ab4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:31.536280+00:00", + "ended_at": "2026-05-19T15:58:39.429773+00:00", + "elapsed_ms": 7893.47, + "prompt_metrics": { + "chars": 5292, + "bytes_utf8": 5292, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 652, + "bytes_utf8": 652, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 299, + "bytes_utf8": 299, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13679, + "cached_input_tokens": 12032, + "output_tokens": 233, + "reasoning_output_tokens": 147 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a7622e4aaf887ab4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a7622e4aaf887ab4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a950017c7664029af223dab22267a4e95e987aee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a7622e4aaf887ab4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=children.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "children", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\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_d/m4/artifacts/v2q_m4_a7622e4aaf887ab4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a7622e4aaf887ab4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dd7dcb69d7468792b3d90e3510dc1bc7f03a366 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a7622e4aaf887ab4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-cf71-7853-b1dc-665153317002"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY support ASC, \\\"children\\\"\\nLIMIT 10;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"children\\\" and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13679,"cached_input_tokens":12032,"output_tokens":233,"reasoning_output_tokens":147}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a7622e4aaf887ab4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a7622e4aaf887ab4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f5595bb598d153f1221a8e0429f4cffe3c65191 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a7622e4aaf887ab4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"children\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY support ASC, \"children\"\nLIMIT 10;","notes":"Uses the Low-Support Group Count template with group_col bound to \"children\" and top_k=10."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a7622e4aaf887ab4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_a7622e4aaf887ab4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa2b074f3c55898d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa2b074f3c55898d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e8aa50651275e34992492b2503e7bd409c49f01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa2b074f3c55898d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5209, "bytes_utf8": 5209, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13646, "cached_input_tokens": 12032, "output_tokens": 198, "reasoning_output_tokens": 118}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa2b074f3c55898d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa2b074f3c55898d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1ffcf4f066c723f3e60fe394154a157160a74db8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa2b074f3c55898d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_aa2b074f3c55898d", + "api_calls": 0, + "input_tokens": 13646, + "cached_input_tokens": 12032, + "output_tokens": 198, + "total_tokens": 13844, + "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": 9836.8, + "sql_execution_elapsed_ms_total": 1.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa2b074f3c55898d/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_d/m4/artifacts/v2q_m4_aa2b074f3c55898d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa2b074f3c55898d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b289673510f65f3bff044dd265d5cdb813bea5c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa2b074f3c55898d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:49.979302+00:00", + "ended_at": "2026-05-19T15:30:59.816129+00:00", + "elapsed_ms": 9836.8, + "prompt_metrics": { + "chars": 5209, + "bytes_utf8": 5209, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 633, + "bytes_utf8": 633, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 283, + "bytes_utf8": 283, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13646, + "cached_input_tokens": 12032, + "output_tokens": 198, + "reasoning_output_tokens": 118 + } + }, + "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_d/m4/artifacts/v2q_m4_aa2b074f3c55898d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa2b074f3c55898d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ab384a772adbce69c832db600a3738c59ae3c87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa2b074f3c55898d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=smoker.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "smoker", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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_d/m4/artifacts/v2q_m4_aa2b074f3c55898d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa2b074f3c55898d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..267cf2ad1983960907077744dcfe80dfe9d84611 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa2b074f3c55898d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-7501-73a0-b5ae-f774c6ba3cf8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided Grouped Count by Category template with group_col bound to \\\"smoker\\\" on the single table \\\"m4\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13646,"cached_input_tokens":12032,"output_tokens":198,"reasoning_output_tokens":118}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa2b074f3c55898d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa2b074f3c55898d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14350d3cf1235991790db92824844842a9dee896 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa2b074f3c55898d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"smoker\", COUNT(*) AS row_count\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY row_count DESC;","notes":"Applied the provided Grouped Count by Category template with group_col bound to \"smoker\" on the single table \"m4\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa2b074f3c55898d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa2b074f3c55898d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa35544800b90b37/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa35544800b90b37/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4e002767a035ae8a08834a8b8a0ebe0bbb75fe3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa35544800b90b37/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5467, "bytes_utf8": 5467, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1776, "bytes_utf8": 1776, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13707, "cached_input_tokens": 12672, "output_tokens": 2451, "reasoning_output_tokens": 1837}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa35544800b90b37/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa35544800b90b37/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c5fd00a162e973971f5d26cb0fc9e0cb5aabb233 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa35544800b90b37/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_aa35544800b90b37", + "api_calls": 0, + "input_tokens": 13707, + "cached_input_tokens": 12672, + "output_tokens": 2451, + "total_tokens": 16158, + "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": 35785.65, + "sql_execution_elapsed_ms_total": 10.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa35544800b90b37/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_d/m4/artifacts/v2q_m4_aa35544800b90b37/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa35544800b90b37/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..298ce5742f04549b28029876a07c9ddce27f41da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa35544800b90b37/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:41.388505+00:00", + "ended_at": "2026-05-19T15:49:17.174181+00:00", + "elapsed_ms": 35785.65, + "prompt_metrics": { + "chars": 5467, + "bytes_utf8": 5467, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2394, + "bytes_utf8": 2394, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1776, + "bytes_utf8": 1776, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13707, + "cached_input_tokens": 12672, + "output_tokens": 2451, + "reasoning_output_tokens": 1837 + } + }, + "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_d/m4/artifacts/v2q_m4_aa35544800b90b37/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa35544800b90b37/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f10af74ab32cbeaea4d4caad26e4e8e39f7cc332 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa35544800b90b37/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "region", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_aa35544800b90b37/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa35544800b90b37/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72a57fbb54cb35148a7ac20771c396fa30c02c8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa35544800b90b37/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-ce2a-7ac0-94be-91994998d192"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"counts\\\" AS (\\n SELECT\\n \\\"region\\\",\\n COUNT(*) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n GROUP BY \\\"region\\\"\\n HAVING COUNT(*) >= 5\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n b.\\\"region\\\",\\n b.\\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY b.\\\"region\\\"\\n ORDER BY b.\\\"age_value\\\"\\n ) AS \\\"rn\\\"\\n FROM \\\"base\\\" AS b\\n JOIN \\\"counts\\\" AS c\\n ON b.\\\"region\\\" = c.\\\"region\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"region\\\",\\n (1.0 + ((\\\"cnt\\\" - 1) * 0.9)) AS \\\"pos\\\",\\n CAST((1.0 + ((\\\"cnt\\\" - 1) * 0.9)) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + ((\\\"cnt\\\" - 1) * 0.9)) = CAST((1.0 + ((\\\"cnt\\\" - 1) * 0.9)) AS INTEGER)\\n THEN CAST((1.0 + ((\\\"cnt\\\" - 1) * 0.9)) AS INTEGER)\\n ELSE CAST((1.0 + ((\\\"cnt\\\" - 1) * 0.9)) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"counts\\\"\\n)\\nSELECT\\n p.\\\"region\\\",\\n CASE\\n WHEN p.\\\"lower_rn\\\" = p.\\\"upper_rn\\\" THEN l.\\\"age_value\\\"\\n ELSE l.\\\"age_value\\\" + (p.\\\"pos\\\" - p.\\\"lower_rn\\\") * (u.\\\"age_value\\\" - l.\\\"age_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"positions\\\" AS p\\nJOIN \\\"ordered\\\" AS l\\n ON l.\\\"region\\\" = p.\\\"region\\\"\\n AND l.\\\"rn\\\" = p.\\\"lower_rn\\\"\\nJOIN \\\"ordered\\\" AS u\\n ON u.\\\"region\\\" = p.\\\"region\\\"\\n AND u.\\\"rn\\\" = p.\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Implements the grouped 90th percentile of \\\"age\\\" by \\\"region\\\" in SQLite using window functions and linear interpolation, since SQLite does not support PERCENTILE_CONT; casts \\\"age\\\" from TEXT to REAL and keeps groups with at least 5 rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13707,"cached_input_tokens":12672,"output_tokens":2451,"reasoning_output_tokens":1837}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa35544800b90b37/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa35544800b90b37/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ce877aaf511e88fbf27ce83e6e69ced18f88b71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa35544800b90b37/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"region\",\n CAST(\"age\" AS REAL) AS \"age_value\"\n FROM \"m4\"\n WHERE \"region\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"counts\" AS (\n SELECT\n \"region\",\n COUNT(*) AS \"cnt\"\n FROM \"base\"\n GROUP BY \"region\"\n HAVING COUNT(*) >= 5\n),\n\"ordered\" AS (\n SELECT\n b.\"region\",\n b.\"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY b.\"region\"\n ORDER BY b.\"age_value\"\n ) AS \"rn\"\n FROM \"base\" AS b\n JOIN \"counts\" AS c\n ON b.\"region\" = c.\"region\"\n),\n\"positions\" AS (\n SELECT\n \"region\",\n (1.0 + ((\"cnt\" - 1) * 0.9)) AS \"pos\",\n CAST((1.0 + ((\"cnt\" - 1) * 0.9)) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + ((\"cnt\" - 1) * 0.9)) = CAST((1.0 + ((\"cnt\" - 1) * 0.9)) AS INTEGER)\n THEN CAST((1.0 + ((\"cnt\" - 1) * 0.9)) AS INTEGER)\n ELSE CAST((1.0 + ((\"cnt\" - 1) * 0.9)) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"counts\"\n)\nSELECT\n p.\"region\",\n CASE\n WHEN p.\"lower_rn\" = p.\"upper_rn\" THEN l.\"age_value\"\n ELSE l.\"age_value\" + (p.\"pos\" - p.\"lower_rn\") * (u.\"age_value\" - l.\"age_value\")\n END AS \"percentile_measure\"\nFROM \"positions\" AS p\nJOIN \"ordered\" AS l\n ON l.\"region\" = p.\"region\"\n AND l.\"rn\" = p.\"lower_rn\"\nJOIN \"ordered\" AS u\n ON u.\"region\" = p.\"region\"\n AND u.\"rn\" = p.\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Implements the grouped 90th percentile of \"age\" by \"region\" in SQLite using window functions and linear interpolation, since SQLite does not support PERCENTILE_CONT; casts \"age\" from TEXT to REAL and keeps groups with at least 5 rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa35544800b90b37/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_aa35544800b90b37/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_abdcdb36ee884dce/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_abdcdb36ee884dce/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aecd92541ee80a3525ce1f184d595aa9b95f96d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_abdcdb36ee884dce/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5469, "bytes_utf8": 5469, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1979, "bytes_utf8": 1979, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13709, "cached_input_tokens": 12672, "output_tokens": 2745, "reasoning_output_tokens": 2065}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_abdcdb36ee884dce/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_abdcdb36ee884dce/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a9267f50f75554d780cc638d654dd8d5f825ed15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_abdcdb36ee884dce/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_abdcdb36ee884dce", + "api_calls": 0, + "input_tokens": 13709, + "cached_input_tokens": 12672, + "output_tokens": 2745, + "total_tokens": 16454, + "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": 37968.91, + "sql_execution_elapsed_ms_total": 12.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_abdcdb36ee884dce/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_d/m4/artifacts/v2q_m4_abdcdb36ee884dce/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_abdcdb36ee884dce/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7696e594ce96f355853247292756f11d6e197fe7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_abdcdb36ee884dce/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:14.325428+00:00", + "ended_at": "2026-05-19T15:51:52.294367+00:00", + "elapsed_ms": 37968.91, + "prompt_metrics": { + "chars": 5469, + "bytes_utf8": 5469, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2685, + "bytes_utf8": 2685, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1979, + "bytes_utf8": 1979, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13709, + "cached_input_tokens": 12672, + "output_tokens": 2745, + "reasoning_output_tokens": 2065 + } + }, + "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_d/m4/artifacts/v2q_m4_abdcdb36ee884dce/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_abdcdb36ee884dce/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a01b054d60566cd0310f0ae222482ee8df76b61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_abdcdb36ee884dce/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "smoker", + "measure_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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_abdcdb36ee884dce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_abdcdb36ee884dce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..62bd311764735a1bcc87f1902973ff9c891cf1f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_abdcdb36ee884dce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-23b8-7182-b26f-f31abff1e580"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"smoker\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"smoker\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" IS NOT NULL\\n AND TRIM(\\\"smoker\\\") <> ''\\n AND \\\"age\\\" IS NOT NULL\\n AND TRIM(\\\"age\\\") <> ''\\n),\\n\\\"group_positions\\\" AS (\\n SELECT DISTINCT\\n \\\"smoker\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n + CASE\\n WHEN ABS(\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1))\\n - CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n ) < 1e-12 THEN 0\\n ELSE 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"o\\\".\\\"smoker\\\",\\n \\\"p\\\".\\\"pos\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\",\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"o\\\".\\\"age_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN \\\"o\\\".\\\"age_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"ordered\\\" AS \\\"o\\\"\\n JOIN \\\"group_positions\\\" AS \\\"p\\\"\\n ON \\\"o\\\".\\\"smoker\\\" = \\\"p\\\".\\\"smoker\\\"\\n GROUP BY\\n \\\"o\\\".\\\"smoker\\\",\\n \\\"p\\\".\\\"pos\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"smoker\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the 95th percentile of \\\"age\\\" within each \\\"smoker\\\" group using window ordering plus linear interpolation after casting \\\"age\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13709,"cached_input_tokens":12672,"output_tokens":2745,"reasoning_output_tokens":2065}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_abdcdb36ee884dce/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_abdcdb36ee884dce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13f0d21f8e2a580daafccd55389dc854e599d459 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_abdcdb36ee884dce/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"smoker\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"smoker\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"smoker\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"smoker\" IS NOT NULL\n AND TRIM(\"smoker\") <> ''\n AND \"age\" IS NOT NULL\n AND TRIM(\"age\") <> ''\n),\n\"group_positions\" AS (\n SELECT DISTINCT\n \"smoker\",\n \"cnt\",\n (1.0 + 0.95 * (\"cnt\" - 1)) AS \"pos\",\n CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n + CASE\n WHEN ABS(\n (1.0 + 0.95 * (\"cnt\" - 1))\n - CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n ) < 1e-12 THEN 0\n ELSE 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n \"o\".\"smoker\",\n \"p\".\"pos\",\n \"p\".\"lower_rn\",\n \"p\".\"upper_rn\",\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lower_rn\" THEN \"o\".\"age_value\" END) AS \"lower_value\",\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"upper_rn\" THEN \"o\".\"age_value\" END) AS \"upper_value\"\n FROM \"ordered\" AS \"o\"\n JOIN \"group_positions\" AS \"p\"\n ON \"o\".\"smoker\" = \"p\".\"smoker\"\n GROUP BY\n \"o\".\"smoker\",\n \"p\".\"pos\",\n \"p\".\"lower_rn\",\n \"p\".\"upper_rn\"\n)\nSELECT\n \"smoker\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this emulates the 95th percentile of \"age\" within each \"smoker\" group using window ordering plus linear interpolation after casting \"age\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_abdcdb36ee884dce/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_abdcdb36ee884dce/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ac8ed5080e0dfd99/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ac8ed5080e0dfd99/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b077d21208b3702d41d823687ede65b6d486d311 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ac8ed5080e0dfd99/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5842, "bytes_utf8": 5842, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 599, "bytes_utf8": 599, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13808, "cached_input_tokens": 12672, "output_tokens": 414, "reasoning_output_tokens": 248}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ac8ed5080e0dfd99/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ac8ed5080e0dfd99/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5b518319dcf529c1d2831d20bac2f95d839ab017 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ac8ed5080e0dfd99/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_ac8ed5080e0dfd99", + "api_calls": 0, + "input_tokens": 13808, + "cached_input_tokens": 12672, + "output_tokens": 414, + "total_tokens": 14222, + "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": 14700.83, + "sql_execution_elapsed_ms_total": 2.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ac8ed5080e0dfd99/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_d/m4/artifacts/v2q_m4_ac8ed5080e0dfd99/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ac8ed5080e0dfd99/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..57ff14e1acec4de12765417c18431a9e1d8efda8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ac8ed5080e0dfd99/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:25.052766+00:00", + "ended_at": "2026-05-19T15:43:39.753623+00:00", + "elapsed_ms": 14700.83, + "prompt_metrics": { + "chars": 5842, + "bytes_utf8": 5842, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1303, + "bytes_utf8": 1303, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 599, + "bytes_utf8": 599, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13808, + "cached_input_tokens": 12672, + "output_tokens": 414, + "reasoning_output_tokens": 248 + } + }, + "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_d/m4/artifacts/v2q_m4_ac8ed5080e0dfd99/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ac8ed5080e0dfd99/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b508c9154511fb6ed9eb679b612c0e9a2e95d88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ac8ed5080e0dfd99/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "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": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_d/m4/artifacts/v2q_m4_ac8ed5080e0dfd99/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ac8ed5080e0dfd99/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..14978d669abf92eb23b2d8f358f48e4af716ffd4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ac8ed5080e0dfd99/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e7-fa9a-7a42-851e-672e74531d1a"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14443. Please try again in 433ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"sex\\\", SUM(CAST(\\\"bmi\\\" AS REAL)) AS group_value\\n FROM \\\"m4\\\"\\n GROUP BY \\\"sex\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"sex\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the provided Relative-to-Total Extreme Threshold template with group_col=\\\"sex\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" to REAL because the schema stores it as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13808,"cached_input_tokens":12672,"output_tokens":414,"reasoning_output_tokens":248}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ac8ed5080e0dfd99/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ac8ed5080e0dfd99/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6aff96a2ea7ff8208580404cf15e3c849dd7cec0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ac8ed5080e0dfd99/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"sex\", SUM(CAST(\"bmi\" AS REAL)) AS group_value\n FROM \"m4\"\n GROUP BY \"sex\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"sex\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Used the provided Relative-to-Total Extreme Threshold template with group_col=\"sex\" and measure_col=\"bmi\". Cast \"bmi\" to REAL because the schema stores it as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ac8ed5080e0dfd99/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ac8ed5080e0dfd99/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_add99e97e120d9e6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_add99e97e120d9e6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d70987417c2c20fbfcdd0084a80d7f57d2b8380 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_add99e97e120d9e6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5478, "bytes_utf8": 5478, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1676, "bytes_utf8": 1676, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13709, "cached_input_tokens": 12672, "output_tokens": 2091, "reasoning_output_tokens": 1517}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_add99e97e120d9e6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_add99e97e120d9e6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..38d6ec070128e9c3128696531ebb59e7ff8b43b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_add99e97e120d9e6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_add99e97e120d9e6", + "api_calls": 0, + "input_tokens": 13709, + "cached_input_tokens": 12672, + "output_tokens": 2091, + "total_tokens": 15800, + "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": 32363.34, + "sql_execution_elapsed_ms_total": 9.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_add99e97e120d9e6/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_d/m4/artifacts/v2q_m4_add99e97e120d9e6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_add99e97e120d9e6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8854e432ad0651ccb93f36878ec38d816c17c270 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_add99e97e120d9e6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:09.011827+00:00", + "ended_at": "2026-05-19T15:48:41.375197+00:00", + "elapsed_ms": 32363.34, + "prompt_metrics": { + "chars": 5478, + "bytes_utf8": 5478, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2291, + "bytes_utf8": 2291, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1676, + "bytes_utf8": 1676, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13709, + "cached_input_tokens": 12672, + "output_tokens": 2091, + "reasoning_output_tokens": 1517 + } + }, + "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_d/m4/artifacts/v2q_m4_add99e97e120d9e6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_add99e97e120d9e6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..186f4de2143ac94b014f65f4c35a16088676d9e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_add99e97e120d9e6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "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": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_add99e97e120d9e6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_add99e97e120d9e6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff0c82378198b18bd0eb45da407b4603c8ad381c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_add99e97e120d9e6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-4fb2-70b2-acbd-ff5f413edfb7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"smoker\\\"\\n ORDER BY CAST(\\\"children\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"smoker\\\") AS \\\"n\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" IS NOT NULL\\n AND \\\"children\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n \\\"n\\\",\\n (1.0 + 0.9 * (\\\"n\\\" - 1)) AS \\\"pos\\\",\\n CAST(1.0 + 0.9 * (\\\"n\\\" - 1) AS INTEGER) AS \\\"lo\\\",\\n CASE\\n WHEN (1.0 + 0.9 * (\\\"n\\\" - 1)) = CAST(1.0 + 0.9 * (\\\"n\\\" - 1) AS INTEGER)\\n THEN CAST(1.0 + 0.9 * (\\\"n\\\" - 1) AS INTEGER)\\n ELSE CAST(1.0 + 0.9 * (\\\"n\\\" - 1) AS INTEGER) + 1\\n END AS \\\"hi\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo\\\" THEN \\\"measure\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"hi\\\" THEN \\\"measure\\\" END) AS \\\"hi_val\\\",\\n MAX(\\\"pos\\\") AS \\\"pos\\\",\\n MAX(\\\"lo\\\") AS \\\"lo\\\",\\n MAX(\\\"hi\\\") AS \\\"hi\\\"\\n FROM \\\"positions\\\"\\n GROUP BY \\\"smoker\\\"\\n)\\nSELECT\\n \\\"smoker\\\",\\n CASE\\n WHEN \\\"lo\\\" = \\\"hi\\\" THEN \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + (\\\"pos\\\" - \\\"lo\\\") * (\\\"hi_val\\\" - \\\"lo_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Uses the planned grouped-percentile pattern with group_col=\\\"smoker\\\" and measure_col=\\\"children\\\". Since SQLite lacks PERCENTILE_CONT, this emulates the 90th percentile with ordered rows, row counts, and linear interpolation, casting TEXT \\\"children\\\" values to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13709,"cached_input_tokens":12672,"output_tokens":2091,"reasoning_output_tokens":1517}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_add99e97e120d9e6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_add99e97e120d9e6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c46da89dce7a89af2b625901dd21b098659e567a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_add99e97e120d9e6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"smoker\",\n CAST(\"children\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"smoker\"\n ORDER BY CAST(\"children\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"smoker\") AS \"n\"\n FROM \"m4\"\n WHERE \"smoker\" IS NOT NULL\n AND \"children\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT\n \"smoker\",\n \"measure\",\n \"rn\",\n \"n\",\n (1.0 + 0.9 * (\"n\" - 1)) AS \"pos\",\n CAST(1.0 + 0.9 * (\"n\" - 1) AS INTEGER) AS \"lo\",\n CASE\n WHEN (1.0 + 0.9 * (\"n\" - 1)) = CAST(1.0 + 0.9 * (\"n\" - 1) AS INTEGER)\n THEN CAST(1.0 + 0.9 * (\"n\" - 1) AS INTEGER)\n ELSE CAST(1.0 + 0.9 * (\"n\" - 1) AS INTEGER) + 1\n END AS \"hi\"\n FROM \"ordered\"\n),\n\"picked\" AS (\n SELECT\n \"smoker\",\n MAX(CASE WHEN \"rn\" = \"lo\" THEN \"measure\" END) AS \"lo_val\",\n MAX(CASE WHEN \"rn\" = \"hi\" THEN \"measure\" END) AS \"hi_val\",\n MAX(\"pos\") AS \"pos\",\n MAX(\"lo\") AS \"lo\",\n MAX(\"hi\") AS \"hi\"\n FROM \"positions\"\n GROUP BY \"smoker\"\n)\nSELECT\n \"smoker\",\n CASE\n WHEN \"lo\" = \"hi\" THEN \"lo_val\"\n ELSE \"lo_val\" + (\"pos\" - \"lo\") * (\"hi_val\" - \"lo_val\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"Uses the planned grouped-percentile pattern with group_col=\"smoker\" and measure_col=\"children\". Since SQLite lacks PERCENTILE_CONT, this emulates the 90th percentile with ordered rows, row counts, and linear interpolation, casting TEXT \"children\" values to REAL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_add99e97e120d9e6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_add99e97e120d9e6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b751ff8724425a09/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b751ff8724425a09/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..676ba773ee74d01c1301c079c6518ab55fd0d061 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b751ff8724425a09/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5286, "bytes_utf8": 5286, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 341, "bytes_utf8": 341, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13670, "cached_input_tokens": 12032, "output_tokens": 256, "reasoning_output_tokens": 156}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b751ff8724425a09/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b751ff8724425a09/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f98f006fccdfc882be8350e7307148c526b6b239 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b751ff8724425a09/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_b751ff8724425a09", + "api_calls": 0, + "input_tokens": 13670, + "cached_input_tokens": 12032, + "output_tokens": 256, + "total_tokens": 13926, + "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": 8057.12, + "sql_execution_elapsed_ms_total": 3.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b751ff8724425a09/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_d/m4/artifacts/v2q_m4_b751ff8724425a09/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b751ff8724425a09/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0780ad6562f1233195eadcee66bd2fbf82151a93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b751ff8724425a09/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:37.666475+00:00", + "ended_at": "2026-05-19T15:29:45.723627+00:00", + "elapsed_ms": 8057.12, + "prompt_metrics": { + "chars": 5286, + "bytes_utf8": 5286, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 707, + "bytes_utf8": 707, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 341, + "bytes_utf8": 341, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13670, + "cached_input_tokens": 12032, + "output_tokens": 256, + "reasoning_output_tokens": 156 + } + }, + "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_d/m4/artifacts/v2q_m4_b751ff8724425a09/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b751ff8724425a09/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..64e9cf5d70845495cb5620b5ee5a5b7c8ead2372 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b751ff8724425a09/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "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": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, 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_d/m4/artifacts/v2q_m4_b751ff8724425a09/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b751ff8724425a09/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0dbd032da77e840e934ceca06bb3871aad503dd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b751ff8724425a09/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-5a85-7762-893a-6b75f25cea6a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"sex\\\", SUM(CAST(\\\"bmi\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the required Grouped Numeric Sum template with group_col=\\\"sex\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13670,"cached_input_tokens":12032,"output_tokens":256,"reasoning_output_tokens":156}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b751ff8724425a09/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b751ff8724425a09/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0619b4b1f802b194ee4539d960222325bf7caa7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b751ff8724425a09/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"sex\", SUM(CAST(\"bmi\" AS REAL)) AS \"total_measure\"\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY \"total_measure\" DESC;","notes":"Used the required Grouped Numeric Sum template with group_col=\"sex\" and measure_col=\"bmi\". Cast \"bmi\" from TEXT to REAL for SQLite numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b751ff8724425a09/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b751ff8724425a09/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b813352b88e44e15/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b813352b88e44e15/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..008210b29ec26a113122ffaed67f642e5dd04f3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b813352b88e44e15/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6106, "bytes_utf8": 6106, "lines": 183, "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": 720, "bytes_utf8": 720, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13880, "cached_input_tokens": 12032, "output_tokens": 571, "reasoning_output_tokens": 379}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b813352b88e44e15/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b813352b88e44e15/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..15f1065f6d93f1685e7345ee3c2266f016cb5987 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b813352b88e44e15/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_b813352b88e44e15", + "api_calls": 0, + "input_tokens": 13880, + "cached_input_tokens": 12032, + "output_tokens": 571, + "total_tokens": 14451, + "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": 12361.25, + "sql_execution_elapsed_ms_total": 1.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b813352b88e44e15/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_d/m4/artifacts/v2q_m4_b813352b88e44e15/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b813352b88e44e15/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7c7642a7e52bd79ebcf0b7826253c6c91b2f150c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b813352b88e44e15/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:57.862820+00:00", + "ended_at": "2026-05-19T15:38:10.224105+00:00", + "elapsed_ms": 12361.25, + "prompt_metrics": { + "chars": 6106, + "bytes_utf8": 6106, + "lines": 183, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1089, + "bytes_utf8": 1089, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 720, + "bytes_utf8": 720, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13880, + "cached_input_tokens": 12032, + "output_tokens": 571, + "reasoning_output_tokens": 379 + } + }, + "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_d/m4/artifacts/v2q_m4_b813352b88e44e15/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b813352b88e44e15/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af4acca96d5599156cc5df80a1bf93e664d7f311 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b813352b88e44e15/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=smoker, condition_col=children.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "smoker", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_d/m4/artifacts/v2q_m4_b813352b88e44e15/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b813352b88e44e15/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fbb0d88fafaef117194ee8ee778e4756d6abb2bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b813352b88e44e15/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-fc91-7470-86f2-6235613d22be"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"smoker\\\",\\n SUM(CASE WHEN \\\"children\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"smoker\\\"\\n)\\nSELECT \\\"smoker\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applies the planned template with group_col=\\\"smoker\\\" and condition_col=\\\"children\\\", computing the ratio of count(children='0') to count(children='1') for each smoker group. String literals are used because the schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13880,"cached_input_tokens":12032,"output_tokens":571,"reasoning_output_tokens":379}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b813352b88e44e15/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b813352b88e44e15/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a94e8abae987eff8dca475fca7bede2711fefa5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b813352b88e44e15/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"smoker\",\n SUM(CASE WHEN \"children\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"smoker\"\n)\nSELECT \"smoker\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applies the planned template with group_col=\"smoker\" and condition_col=\"children\", computing the ratio of count(children='0') to count(children='1') for each smoker group. String literals are used because the schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b813352b88e44e15/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b813352b88e44e15/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b8639bbab485889c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b8639bbab485889c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d714097c314a81f99422f4dc8040e93c90e51aa2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b8639bbab485889c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5292, "bytes_utf8": 5292, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 344, "bytes_utf8": 344, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13669, "cached_input_tokens": 12032, "output_tokens": 299, "reasoning_output_tokens": 204}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b8639bbab485889c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b8639bbab485889c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..021d81f3903d2bb72b4de698a1f48476e7ec2e2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b8639bbab485889c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_b8639bbab485889c", + "api_calls": 0, + "input_tokens": 13669, + "cached_input_tokens": 12032, + "output_tokens": 299, + "total_tokens": 13968, + "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": 10226.35, + "sql_execution_elapsed_ms_total": 1.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b8639bbab485889c/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_d/m4/artifacts/v2q_m4_b8639bbab485889c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b8639bbab485889c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..900832077dddad17bcea9adf754335dcb88ab0da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b8639bbab485889c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:19.636206+00:00", + "ended_at": "2026-05-19T15:29:29.862581+00:00", + "elapsed_ms": 10226.35, + "prompt_metrics": { + "chars": 5292, + "bytes_utf8": 5292, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 702, + "bytes_utf8": 702, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 344, + "bytes_utf8": 344, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13669, + "cached_input_tokens": 12032, + "output_tokens": 299, + "reasoning_output_tokens": 204 + } + }, + "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_d/m4/artifacts/v2q_m4_b8639bbab485889c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b8639bbab485889c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2042de21677845d23bf39c3598671057135aa81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b8639bbab485889c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "region", + "measure_col": "age", + "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": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_b8639bbab485889c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b8639bbab485889c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..426302377fc568d3301c2bc261fd57a6cac70c1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b8639bbab485889c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-1431-77b3-a196-53a547d1e379"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"region\\\", SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the requested Grouped Numeric Sum template with group_col=\\\"region\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for numeric summation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13669,"cached_input_tokens":12032,"output_tokens":299,"reasoning_output_tokens":204}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b8639bbab485889c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b8639bbab485889c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ded8275d4c7a61017107b04610be01295c5179d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b8639bbab485889c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"region\", SUM(CAST(\"age\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY total_measure DESC;","notes":"Used the requested Grouped Numeric Sum template with group_col=\"region\" and measure_col=\"age\". Cast \"age\" from TEXT to REAL for numeric summation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b8639bbab485889c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_b8639bbab485889c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba27ec27b8138a5b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba27ec27b8138a5b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ad06bf91fcb28e4f0cf6c773b4caa26a20ef1fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba27ec27b8138a5b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5472, "bytes_utf8": 5472, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1925, "bytes_utf8": 1925, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13708, "cached_input_tokens": 12672, "output_tokens": 3493, "reasoning_output_tokens": 2876}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba27ec27b8138a5b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba27ec27b8138a5b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bb2dd858dd1398f37e1d07b34883bd064809e8c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba27ec27b8138a5b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_ba27ec27b8138a5b", + "api_calls": 0, + "input_tokens": 13708, + "cached_input_tokens": 12672, + "output_tokens": 3493, + "total_tokens": 17201, + "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": 55621.05, + "sql_execution_elapsed_ms_total": 18.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba27ec27b8138a5b/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_d/m4/artifacts/v2q_m4_ba27ec27b8138a5b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba27ec27b8138a5b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5592db1c33da114b90ccbcd7164f419476da0aeb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba27ec27b8138a5b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:51.812101+00:00", + "ended_at": "2026-05-19T15:46:47.433197+00:00", + "elapsed_ms": 55621.05, + "prompt_metrics": { + "chars": 5472, + "bytes_utf8": 5472, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2528, + "bytes_utf8": 2528, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1925, + "bytes_utf8": 1925, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13708, + "cached_input_tokens": 12672, + "output_tokens": 3493, + "reasoning_output_tokens": 2876 + } + }, + "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_d/m4/artifacts/v2q_m4_ba27ec27b8138a5b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba27ec27b8138a5b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..673f218ad376d9c9e039780562b3899771076fe6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba27ec27b8138a5b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_ba27ec27b8138a5b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba27ec27b8138a5b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ffdba097e9a2b278c099649d0d6a9d673d418af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba27ec27b8138a5b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-37e6-79e2-abc4-d9d0b2fc8ffd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n CAST(\\\"children\\\" AS INTEGER) AS \\\"children\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_num\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"children\\\" IS NOT NULL\\n AND TRIM(\\\"children\\\") <> ''\\n AND \\\"bmi\\\" IS NOT NULL\\n AND TRIM(\\\"bmi\\\") <> ''\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"children\\\",\\n \\\"bmi_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"children\\\" ORDER BY \\\"bmi_num\\\") AS \\\"row_num\\\",\\n COUNT(*) OVER (PARTITION BY \\\"children\\\") AS \\\"n\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"params\\\" AS (\\n SELECT\\n \\\"children\\\",\\n MAX(\\\"n\\\") AS \\\"n\\\",\\n (9 * MAX(\\\"n\\\") + 1) AS \\\"target_num\\\",\\n CAST((9 * MAX(\\\"n\\\") + 1) / 10 AS INTEGER) AS \\\"lower_rank\\\",\\n CASE\\n WHEN ((9 * MAX(\\\"n\\\") + 1) % 10) = 0 THEN CAST((9 * MAX(\\\"n\\\") + 1) / 10 AS INTEGER)\\n ELSE CAST((9 * MAX(\\\"n\\\") + 1) / 10 AS INTEGER) + 1\\n END AS \\\"upper_rank\\\",\\n ((9 * MAX(\\\"n\\\") + 1) % 10) / 10.0 AS \\\"upper_weight\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"children\\\"\\n)\\nSELECT\\n o.\\\"children\\\",\\n CASE\\n WHEN p.\\\"lower_rank\\\" = p.\\\"upper_rank\\\" THEN\\n MAX(CASE WHEN o.\\\"row_num\\\" = p.\\\"lower_rank\\\" THEN o.\\\"bmi_num\\\" END)\\n ELSE\\n (1.0 - p.\\\"upper_weight\\\") * MAX(CASE WHEN o.\\\"row_num\\\" = p.\\\"lower_rank\\\" THEN o.\\\"bmi_num\\\" END) +\\n p.\\\"upper_weight\\\" * MAX(CASE WHEN o.\\\"row_num\\\" = p.\\\"upper_rank\\\" THEN o.\\\"bmi_num\\\" END)\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"ordered\\\" AS o\\nJOIN \\\"params\\\" AS p\\n ON o.\\\"children\\\" = p.\\\"children\\\"\\nGROUP BY o.\\\"children\\\"\\nHAVING MAX(p.\\\"n\\\") >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Emulates the template's 0.9 percentile point for BMI by children in SQLite using window functions and linear interpolation because SQLite does not support PERCENTILE_CONT. Casts TEXT fields to numeric and keeps only non-empty children/BMI values; applies the provided minimum group size of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13708,"cached_input_tokens":12672,"output_tokens":3493,"reasoning_output_tokens":2876}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba27ec27b8138a5b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba27ec27b8138a5b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..325299fd75cc0464e41240bb5e085191293f1f69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba27ec27b8138a5b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n CAST(\"children\" AS INTEGER) AS \"children\",\n CAST(\"bmi\" AS REAL) AS \"bmi_num\"\n FROM \"m4\"\n WHERE \"children\" IS NOT NULL\n AND TRIM(\"children\") <> ''\n AND \"bmi\" IS NOT NULL\n AND TRIM(\"bmi\") <> ''\n),\n\"ordered\" AS (\n SELECT\n \"children\",\n \"bmi_num\",\n ROW_NUMBER() OVER (PARTITION BY \"children\" ORDER BY \"bmi_num\") AS \"row_num\",\n COUNT(*) OVER (PARTITION BY \"children\") AS \"n\"\n FROM \"base\"\n),\n\"params\" AS (\n SELECT\n \"children\",\n MAX(\"n\") AS \"n\",\n (9 * MAX(\"n\") + 1) AS \"target_num\",\n CAST((9 * MAX(\"n\") + 1) / 10 AS INTEGER) AS \"lower_rank\",\n CASE\n WHEN ((9 * MAX(\"n\") + 1) % 10) = 0 THEN CAST((9 * MAX(\"n\") + 1) / 10 AS INTEGER)\n ELSE CAST((9 * MAX(\"n\") + 1) / 10 AS INTEGER) + 1\n END AS \"upper_rank\",\n ((9 * MAX(\"n\") + 1) % 10) / 10.0 AS \"upper_weight\"\n FROM \"ordered\"\n GROUP BY \"children\"\n)\nSELECT\n o.\"children\",\n CASE\n WHEN p.\"lower_rank\" = p.\"upper_rank\" THEN\n MAX(CASE WHEN o.\"row_num\" = p.\"lower_rank\" THEN o.\"bmi_num\" END)\n ELSE\n (1.0 - p.\"upper_weight\") * MAX(CASE WHEN o.\"row_num\" = p.\"lower_rank\" THEN o.\"bmi_num\" END) +\n p.\"upper_weight\" * MAX(CASE WHEN o.\"row_num\" = p.\"upper_rank\" THEN o.\"bmi_num\" END)\n END AS \"percentile_measure\"\nFROM \"ordered\" AS o\nJOIN \"params\" AS p\n ON o.\"children\" = p.\"children\"\nGROUP BY o.\"children\"\nHAVING MAX(p.\"n\") >= 5\nORDER BY \"percentile_measure\" DESC;","notes":"Emulates the template's 0.9 percentile point for BMI by children in SQLite using window functions and linear interpolation because SQLite does not support PERCENTILE_CONT. Casts TEXT fields to numeric and keeps only non-empty children/BMI values; applies the provided minimum group size of 5."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba27ec27b8138a5b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba27ec27b8138a5b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba8cf27b7ff5bd5f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba8cf27b7ff5bd5f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d581484fa008b529cf37f52289b8241007ed019 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba8cf27b7ff5bd5f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5611, "bytes_utf8": 5611, "lines": 184, "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": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13763, "cached_input_tokens": 12672, "output_tokens": 622, "reasoning_output_tokens": 507}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba8cf27b7ff5bd5f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba8cf27b7ff5bd5f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c3ef0095dde46a698ad00e7a953473dd0522b978 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba8cf27b7ff5bd5f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_ba8cf27b7ff5bd5f", + "api_calls": 0, + "input_tokens": 13763, + "cached_input_tokens": 12672, + "output_tokens": 622, + "total_tokens": 14385, + "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": 12418.04, + "sql_execution_elapsed_ms_total": 1.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba8cf27b7ff5bd5f/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_d/m4/artifacts/v2q_m4_ba8cf27b7ff5bd5f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba8cf27b7ff5bd5f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2bfa89705aad77ea39f26c26b4cad5edf53aff1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba8cf27b7ff5bd5f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:59.528046+00:00", + "ended_at": "2026-05-19T15:39:11.946123+00:00", + "elapsed_ms": 12418.04, + "prompt_metrics": { + "chars": 5611, + "bytes_utf8": 5611, + "lines": 184, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 785, + "bytes_utf8": 785, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 410, + "bytes_utf8": 410, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13763, + "cached_input_tokens": 12672, + "output_tokens": 622, + "reasoning_output_tokens": 507 + } + }, + "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_d/m4/artifacts/v2q_m4_ba8cf27b7ff5bd5f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba8cf27b7ff5bd5f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7152afc574fb373d92fad6bba24b19ad246e163b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba8cf27b7ff5bd5f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=children, group_col_2=region.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "children", + "group_col_2": "region", + "predicate_col": "children", + "predicate_op": ">=", + "predicate_value": 2.0, + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_ba8cf27b7ff5bd5f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba8cf27b7ff5bd5f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..58d8cfb74f9155549ed72b03f4e41f56cbe203af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba8cf27b7ff5bd5f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-ed55-7273-9808-e57253d8a135"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"children\\\", \\\"region\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"children\\\" AS REAL) >= 2.0\\nGROUP BY \\\"children\\\", \\\"region\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned template with group_col=\\\"children\\\" and group_col_2=\\\"region\\\". The filter casts \\\"children\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13763,"cached_input_tokens":12672,"output_tokens":622,"reasoning_output_tokens":507}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba8cf27b7ff5bd5f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba8cf27b7ff5bd5f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5bd79b114e4125e2bb0230288c3145628982890 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba8cf27b7ff5bd5f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"children\", \"region\", COUNT(*) AS \"row_count\"\nFROM \"m4\"\nWHERE CAST(\"children\" AS REAL) >= 2.0\nGROUP BY \"children\", \"region\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned template with group_col=\"children\" and group_col_2=\"region\". The filter casts \"children\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba8cf27b7ff5bd5f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ba8cf27b7ff5bd5f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bacb0d07eba3b290/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bacb0d07eba3b290/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0274dfe2aeafcc2621e2299823e443fb0924f656 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bacb0d07eba3b290/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5302, "bytes_utf8": 5302, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 355, "bytes_utf8": 355, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13669, "cached_input_tokens": 12032, "output_tokens": 255, "reasoning_output_tokens": 160}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bacb0d07eba3b290/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bacb0d07eba3b290/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5123503e436867f2492b67e033395ed13f44f934 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bacb0d07eba3b290/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_bacb0d07eba3b290", + "api_calls": 0, + "input_tokens": 13669, + "cached_input_tokens": 12032, + "output_tokens": 255, + "total_tokens": 13924, + "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": 21463.23, + "sql_execution_elapsed_ms_total": 2.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bacb0d07eba3b290/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_d/m4/artifacts/v2q_m4_bacb0d07eba3b290/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bacb0d07eba3b290/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9bbc9472f9ebc8b12f17c7fa761adad62f520b28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bacb0d07eba3b290/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:45.733966+00:00", + "ended_at": "2026-05-19T15:30:07.197241+00:00", + "elapsed_ms": 21463.23, + "prompt_metrics": { + "chars": 5302, + "bytes_utf8": 5302, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2049, + "bytes_utf8": 2049, + "lines": 8, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 355, + "bytes_utf8": 355, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13669, + "cached_input_tokens": 12032, + "output_tokens": 255, + "reasoning_output_tokens": 160 + } + }, + "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_d/m4/artifacts/v2q_m4_bacb0d07eba3b290/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bacb0d07eba3b290/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a8b0d24cbc1dfc8d67217933668104d36878b39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bacb0d07eba3b290/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "children", + "measure_col": "children", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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_d/m4/artifacts/v2q_m4_bacb0d07eba3b290/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bacb0d07eba3b290/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ff358c273d83a4e6984dfe973a6d7350f018c0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bacb0d07eba3b290/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40db-7a2d-7d53-924b-2e81ce48d5ae"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1997283, Requested 14304. Please try again in 347ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14304. Please try again in 429ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14304. Please try again in 429ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1992209, Requested 14304. Please try again in 195ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"children\\\", SUM(CAST(\\\"children\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the Grouped Numeric Sum template with group_col=\\\"children\\\" and measure_col=\\\"children\\\". CAST is used because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13669,"cached_input_tokens":12032,"output_tokens":255,"reasoning_output_tokens":160}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bacb0d07eba3b290/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bacb0d07eba3b290/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5276214ac50302b6c727d14fe52f2c54974f551d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bacb0d07eba3b290/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"children\", SUM(CAST(\"children\" AS NUMERIC)) AS \"total_measure\"\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the Grouped Numeric Sum template with group_col=\"children\" and measure_col=\"children\". CAST is used because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bacb0d07eba3b290/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bacb0d07eba3b290/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bb0257e4a0949e07/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bb0257e4a0949e07/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6329996688fd067a878fb083b89f677dd7fb770a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bb0257e4a0949e07/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5290, "bytes_utf8": 5290, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 337, "bytes_utf8": 337, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13671, "cached_input_tokens": 12032, "output_tokens": 319, "reasoning_output_tokens": 224}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bb0257e4a0949e07/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bb0257e4a0949e07/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..60cfca4b31cd355dd1ace54c94a1c02211896149 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bb0257e4a0949e07/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_bb0257e4a0949e07", + "api_calls": 0, + "input_tokens": 13671, + "cached_input_tokens": 12032, + "output_tokens": 319, + "total_tokens": 13990, + "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": 8652.92, + "sql_execution_elapsed_ms_total": 1.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bb0257e4a0949e07/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_d/m4/artifacts/v2q_m4_bb0257e4a0949e07/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bb0257e4a0949e07/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..58427fb0e364cda6cd3df980586afe8136b85710 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bb0257e4a0949e07/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:15.839307+00:00", + "ended_at": "2026-05-19T15:30:24.492264+00:00", + "elapsed_ms": 8652.92, + "prompt_metrics": { + "chars": 5290, + "bytes_utf8": 5290, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 695, + "bytes_utf8": 695, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 337, + "bytes_utf8": 337, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13671, + "cached_input_tokens": 12032, + "output_tokens": 319, + "reasoning_output_tokens": 224 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bb0257e4a0949e07/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bb0257e4a0949e07/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c1a7d7efdd4e35f51e0fc62fea1238dca02b7aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bb0257e4a0949e07/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_bb0257e4a0949e07/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bb0257e4a0949e07/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e98ae8e6397c1251d8a7c8973232638e179e9db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bb0257e4a0949e07/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-ef8b-73d2-a012-f1b126534e01"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"smoker\\\", SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped sum template with group_col=\\\"smoker\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13671,"cached_input_tokens":12032,"output_tokens":319,"reasoning_output_tokens":224}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bb0257e4a0949e07/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bb0257e4a0949e07/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db9be1337e9ec37e6c37881e00e9f4194b43c685 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bb0257e4a0949e07/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"smoker\", SUM(CAST(\"age\" AS REAL)) AS total_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY total_measure DESC;","notes":"Used the provided grouped sum template with group_col=\"smoker\" and measure_col=\"age\". Cast \"age\" from TEXT to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bb0257e4a0949e07/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_bb0257e4a0949e07/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_be18f4e3fa009900/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_be18f4e3fa009900/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31ab9a58135a307318160a06aa399f0985c8b99e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_be18f4e3fa009900/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5695, "bytes_utf8": 5695, "lines": 182, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 568, "bytes_utf8": 568, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13787, "cached_input_tokens": 12672, "output_tokens": 602, "reasoning_output_tokens": 433}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_be18f4e3fa009900/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_be18f4e3fa009900/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bae0578ecf453d44986ce0ea3dbd03f4e9ca7af7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_be18f4e3fa009900/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_be18f4e3fa009900", + "api_calls": 0, + "input_tokens": 13787, + "cached_input_tokens": 12672, + "output_tokens": 602, + "total_tokens": 14389, + "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": 12847.52, + "sql_execution_elapsed_ms_total": 6.57, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_be18f4e3fa009900/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_d/m4/artifacts/v2q_m4_be18f4e3fa009900/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_be18f4e3fa009900/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..46c70b22fb536735a03f01eebe928780137b9d9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_be18f4e3fa009900/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:29.503022+00:00", + "ended_at": "2026-05-19T15:35:42.350564+00:00", + "elapsed_ms": 12847.52, + "prompt_metrics": { + "chars": 5695, + "bytes_utf8": 5695, + "lines": 182, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 966, + "bytes_utf8": 966, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 568, + "bytes_utf8": 568, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13787, + "cached_input_tokens": 12672, + "output_tokens": 602, + "reasoning_output_tokens": 433 + } + }, + "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_d/m4/artifacts/v2q_m4_be18f4e3fa009900/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_be18f4e3fa009900/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c6a2275504604f261b9701779123ba8a28bfd54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_be18f4e3fa009900/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=region, measure_col=bmi.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "item_col": "charges", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_be18f4e3fa009900/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_be18f4e3fa009900/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4720006fcbf303f97179fdeea312c488f0ba5d6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_be18f4e3fa009900/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-b900-7760-807a-56e9ab55c125"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"region\\\",\\n \\\"charges\\\",\\n SUM(CAST(\\\"bmi\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"bmi\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"bmi\\\" AS REAL))) OVER (PARTITION BY \\\"region\\\") AS \\\"share_within_group\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\", \\\"charges\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"region\\\", item_col=\\\"charges\\\", and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13787,"cached_input_tokens":12672,"output_tokens":602,"reasoning_output_tokens":433}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_be18f4e3fa009900/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_be18f4e3fa009900/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28741b11bba0761fc031b545e34590e00c2aace0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_be18f4e3fa009900/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"region\",\n \"charges\",\n SUM(CAST(\"bmi\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"bmi\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"bmi\" AS REAL))) OVER (PARTITION BY \"region\") AS \"share_within_group\"\nFROM \"m4\"\nGROUP BY \"region\", \"charges\"\nORDER BY \"share_within_group\" DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"region\", item_col=\"charges\", and measure_col=\"bmi\". Cast \"bmi\" from TEXT to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_be18f4e3fa009900/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_be18f4e3fa009900/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c05871bbd73d4ff8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c05871bbd73d4ff8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ed8478ecb8befc6151682438bc6cb301fbcc439 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c05871bbd73d4ff8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5212, "bytes_utf8": 5212, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 303, "bytes_utf8": 303, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13644, "cached_input_tokens": 12032, "output_tokens": 333, "reasoning_output_tokens": 254}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c05871bbd73d4ff8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c05871bbd73d4ff8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8b260d3982cdf581536cafe81705f3e841dd0400 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c05871bbd73d4ff8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_c05871bbd73d4ff8", + "api_calls": 0, + "input_tokens": 13644, + "cached_input_tokens": 12032, + "output_tokens": 333, + "total_tokens": 13977, + "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": 9077.46, + "sql_execution_elapsed_ms_total": 1.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c05871bbd73d4ff8/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_d/m4/artifacts/v2q_m4_c05871bbd73d4ff8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c05871bbd73d4ff8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f8bde4aa0ba5a4d3efd02290c910a0bc64083f11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c05871bbd73d4ff8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:18.620306+00:00", + "ended_at": "2026-05-19T15:31:27.697789+00:00", + "elapsed_ms": 9077.46, + "prompt_metrics": { + "chars": 5212, + "bytes_utf8": 5212, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 657, + "bytes_utf8": 657, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 303, + "bytes_utf8": 303, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13644, + "cached_input_tokens": 12032, + "output_tokens": 333, + "reasoning_output_tokens": 254 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c05871bbd73d4ff8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c05871bbd73d4ff8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da64cfd90649e315137c84c0192df768fa734079 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c05871bbd73d4ff8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "children", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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_d/m4/artifacts/v2q_m4_c05871bbd73d4ff8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c05871bbd73d4ff8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a27663f4d2fcb70fd13ee09a4b1dae01084fef21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c05871bbd73d4ff8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-e4e2-7181-a3e8-a7c40a675bdd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count.\\nSELECT \\\"children\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided Grouped Count by Category template with group_col bound to \\\"children\\\" to show subgroup size distribution.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13644,"cached_input_tokens":12032,"output_tokens":333,"reasoning_output_tokens":254}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c05871bbd73d4ff8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c05871bbd73d4ff8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..745d2eb09964266999583afbefa7852c8e36313e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c05871bbd73d4ff8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count.\nSELECT \"children\", COUNT(*) AS \"row_count\"\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY \"row_count\" DESC;","notes":"Uses the provided Grouped Count by Category template with group_col bound to \"children\" to show subgroup size distribution."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c05871bbd73d4ff8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c05871bbd73d4ff8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5a48c91e01a8fc727baaec0e64e7a03f1a634dee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/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": "2026-05-19T16:00:21.412874+00:00", + "ended_at": "2026-05-19T16:00:24.518264+00:00", + "elapsed_ms": 3105.37, + "returncode": 1, + "prompt_metrics": { + "chars": 5376, + "bytes_utf8": 5376, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..38992a8321a12cdf876d77f07057592c39a79a67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/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": "2026-05-19T16:00:25.520305+00:00", + "ended_at": "2026-05-19T16:00:29.031204+00:00", + "elapsed_ms": 3510.86, + "returncode": 1, + "prompt_metrics": { + "chars": 5376, + "bytes_utf8": 5376, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c702a69410e81b2cd9b94eb8bc497660ae6426b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "region", + "measure_col": "age", + "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": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c702a69410e81b2cd9b94eb8bc497660ae6426b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "region", + "measure_col": "age", + "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": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..414afbef3267a40d9d6b2ce70d21fbb174810486 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-7cb6-7e60-b233-e98849130d73"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec5e319b1e2ba720e8155f36ae64d22c096cafd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-7cb6-7e60-b233-e98849130d73"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9acb88134b1c26d905ad941b3ee00a0b75b7189e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-8cbd-7c62-9e1e-f915f9c2a3ca"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7aac9176a8a71ad458b6c91ac82d0fd7179e2009 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-8cbd-7c62-9e1e-f915f9c2a3ca"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_c3f438951bad308b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cc0d7471f6769115/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cc0d7471f6769115/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..682238d60ef0134916d0ef21bdbc0e2ceda01a46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cc0d7471f6769115/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5204, "bytes_utf8": 5204, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 259, "bytes_utf8": 259, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13644, "cached_input_tokens": 12032, "output_tokens": 198, "reasoning_output_tokens": 124}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cc0d7471f6769115/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cc0d7471f6769115/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..82068859221ddbfb824b18102e80f718d31e9365 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cc0d7471f6769115/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_cc0d7471f6769115", + "api_calls": 0, + "input_tokens": 13644, + "cached_input_tokens": 12032, + "output_tokens": 198, + "total_tokens": 13842, + "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": 9848.25, + "sql_execution_elapsed_ms_total": 2.36, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cc0d7471f6769115/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_d/m4/artifacts/v2q_m4_cc0d7471f6769115/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cc0d7471f6769115/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..85cf8b7b6c167f5ce9d4438624b47e90c37b0ce8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cc0d7471f6769115/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:32.419806+00:00", + "ended_at": "2026-05-19T15:30:42.268089+00:00", + "elapsed_ms": 9848.25, + "prompt_metrics": { + "chars": 5204, + "bytes_utf8": 5204, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 609, + "bytes_utf8": 609, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 259, + "bytes_utf8": 259, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13644, + "cached_input_tokens": 12032, + "output_tokens": 198, + "reasoning_output_tokens": 124 + } + }, + "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_d/m4/artifacts/v2q_m4_cc0d7471f6769115/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cc0d7471f6769115/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5faab0eb0fbaad0c76c0ca1d9be373ae5186ca1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cc0d7471f6769115/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sex.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "sex", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_cc0d7471f6769115/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cc0d7471f6769115/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..485971eabb1d0c5e5165f4a64379c4c4e9f7e1c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cc0d7471f6769115/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-3076-7d42-a6db-4f286beea26a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS row_count\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided grouped-count template with group_col bound to \\\"sex\\\" on the single table \\\"m4\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13644,"cached_input_tokens":12032,"output_tokens":198,"reasoning_output_tokens":124}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cc0d7471f6769115/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cc0d7471f6769115/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..153952d146458b89d5705ff0f788b1b61f6bf2b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cc0d7471f6769115/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"sex\", COUNT(*) AS row_count\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY row_count DESC;","notes":"Uses the provided grouped-count template with group_col bound to \"sex\" on the single table \"m4\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cc0d7471f6769115/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cc0d7471f6769115/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cf31a2a0a6115e97/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cf31a2a0a6115e97/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c528193c6d9cee23dc5929e89c90511bf254e631 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cf31a2a0a6115e97/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5704, "bytes_utf8": 5704, "lines": 182, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 575, "bytes_utf8": 575, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13789, "cached_input_tokens": 12032, "output_tokens": 402, "reasoning_output_tokens": 243}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cf31a2a0a6115e97/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cf31a2a0a6115e97/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dc2eac0fdf7acb985d9478b9ad479d1b23d94ac7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cf31a2a0a6115e97/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_cf31a2a0a6115e97", + "api_calls": 0, + "input_tokens": 13789, + "cached_input_tokens": 12032, + "output_tokens": 402, + "total_tokens": 14191, + "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": 15918.65, + "sql_execution_elapsed_ms_total": 6.03, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cf31a2a0a6115e97/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_d/m4/artifacts/v2q_m4_cf31a2a0a6115e97/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cf31a2a0a6115e97/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bf47498ef52b2a733cd2023cee9c92e5d86c4a31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cf31a2a0a6115e97/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:45.250480+00:00", + "ended_at": "2026-05-19T15:33:01.169172+00:00", + "elapsed_ms": 15918.65, + "prompt_metrics": { + "chars": 5704, + "bytes_utf8": 5704, + "lines": 182, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 955, + "bytes_utf8": 955, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 575, + "bytes_utf8": 575, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13789, + "cached_input_tokens": 12032, + "output_tokens": 402, + "reasoning_output_tokens": 243 + } + }, + "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_d/m4/artifacts/v2q_m4_cf31a2a0a6115e97/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cf31a2a0a6115e97/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2179a3553a467d786e39c8cf1d79a8cbed86868 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cf31a2a0a6115e97/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "item_col": "age", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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_d/m4/artifacts/v2q_m4_cf31a2a0a6115e97/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cf31a2a0a6115e97/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc0918cd71cb27d71d4e388a3a9a232e093aed4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cf31a2a0a6115e97/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-3749-76e1-a229-fd80427e308a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"smoker\\\", \\\"age\\\",\\n SUM(CAST(\\\"children\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"children\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"children\\\" AS REAL))) OVER (PARTITION BY \\\"smoker\\\") AS share_within_group\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\", \\\"age\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the required Within-Group Share of Total template with group_col=\\\"smoker\\\", item_col=\\\"age\\\", and measure_col=\\\"children\\\". CAST is applied because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13789,"cached_input_tokens":12032,"output_tokens":402,"reasoning_output_tokens":243}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cf31a2a0a6115e97/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cf31a2a0a6115e97/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..10a2025f4f0dc4b5c207064914be0ea30f3f7dd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cf31a2a0a6115e97/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"smoker\", \"age\",\n SUM(CAST(\"children\" AS REAL)) AS total_measure,\n SUM(CAST(\"children\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"children\" AS REAL))) OVER (PARTITION BY \"smoker\") AS share_within_group\nFROM \"m4\"\nGROUP BY \"smoker\", \"age\"\nORDER BY share_within_group DESC;","notes":"Uses the required Within-Group Share of Total template with group_col=\"smoker\", item_col=\"age\", and measure_col=\"children\". CAST is applied because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cf31a2a0a6115e97/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_cf31a2a0a6115e97/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc59a7238446875034b0a2f0865ad8e5056cf511 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5385, "bytes_utf8": 5385, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 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": 5385, "bytes_utf8": 5385, "lines": 180, "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": 391, "bytes_utf8": 391, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13683, "cached_input_tokens": 12672, "output_tokens": 309, "reasoning_output_tokens": 209}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e37c3a4160906cfb298a7cb89056f6c35a6c4e44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/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": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d147b8d3bb202fa8", + "api_calls": 0, + "input_tokens": 13683, + "cached_input_tokens": 12672, + "output_tokens": 309, + "total_tokens": 13992, + "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": 11899.03, + "sql_execution_elapsed_ms_total": 11.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/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_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0311093f4e0d0113ba1084948acce51cd7eb88c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:47.691570+00:00", + "ended_at": "2026-05-19T15:59:50.960681+00:00", + "elapsed_ms": 3269.08, + "returncode": 1, + "prompt_metrics": { + "chars": 5385, + "bytes_utf8": 5385, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b098242ab5a370f3fa7082672e2bf3820f1ebe1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:51.962662+00:00", + "ended_at": "2026-05-19T16:00:00.592660+00:00", + "elapsed_ms": 8629.95, + "prompt_metrics": { + "chars": 5385, + "bytes_utf8": 5385, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 749, + "bytes_utf8": 749, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 391, + "bytes_utf8": 391, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13683, + "cached_input_tokens": 12672, + "output_tokens": 309, + "reasoning_output_tokens": 209 + } + }, + "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_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14d2f3b6f2c759834615f223fdae4bbf7e3034ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..14d2f3b6f2c759834615f223fdae4bbf7e3034ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f53b93566c72083c0f69a25d2836ae86875713c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-f900-7d93-a77b-4591fc50a6f7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66a35e3de4569a6bd781e2cc1c69a88f55f99e4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-f900-7d93-a77b-4591fc50a6f7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..56bb6c173d02ab8107975f8fc019e50feeb6101b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-09b0-7a12-8364-19e150803df4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"smoker\\\",\\n AVG(CAST(\\\"children\\\" AS REAL)) OVER (PARTITION BY \\\"smoker\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"smoker\\\" and measure_col=\\\"children\\\". CAST was added because the SQLite schema stores \\\"children\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13683,"cached_input_tokens":12672,"output_tokens":309,"reasoning_output_tokens":209}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..14414c52101c5b72a3c7c5610f16258595793b75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"smoker\",\n AVG(CAST(\"children\" AS REAL)) OVER (PARTITION BY \"smoker\") AS avg_measure\nFROM \"m4\"\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with group_col=\"smoker\" and measure_col=\"children\". CAST was added because the SQLite schema stores \"children\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d147b8d3bb202fa8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2211c569ffbd53dd362e9ea2156c684f6bdf1e0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:31.620692+00:00", + "ended_at": "2026-05-19T15:54:34.932483+00:00", + "elapsed_ms": 3311.77, + "returncode": 1, + "prompt_metrics": { + "chars": 5563, + "bytes_utf8": 5563, + "lines": 183, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..963260762a76a82cabd0be8fcf150fa855b4170d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:35.934881+00:00", + "ended_at": "2026-05-19T15:54:39.136561+00:00", + "elapsed_ms": 3201.63, + "returncode": 1, + "prompt_metrics": { + "chars": 5563, + "bytes_utf8": 5563, + "lines": 183, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea7bb0145dfe634f6562537cce6d76ebe15b3450 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=region, condition_col=region.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "region", + "condition_col": "region", + "condition_value": "southwest", + "positive_value": "southeast", + "negative_value": "southwest", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea7bb0145dfe634f6562537cce6d76ebe15b3450 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=region, condition_col=region.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "region", + "condition_col": "region", + "condition_value": "southwest", + "positive_value": "southeast", + "negative_value": "southwest", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32a0812d9cef2d6396f9c942a4a2b2b2158e8b69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-2658-7c63-ab4f-d86b56ebf562"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6df22f4abda581b118c93971458ca1a4d03e059d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-2658-7c63-ab4f-d86b56ebf562"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6546df7efd884e97b9815a317ca1fb8eff9b43f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-373b-7f90-a75d-205de835e817"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..10bf6c41893d7abc6a1cb6900977abcd3d6fdc70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-373b-7f90-a75d-205de835e817"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d39e1fcc88b85c80/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d57719a7d9c408e4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d57719a7d9c408e4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..246ee5ee36f2cc7e1ae47ed19afb28eea80a32fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d57719a7d9c408e4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5702, "bytes_utf8": 5702, "lines": 182, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 616, "bytes_utf8": 616, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13788, "cached_input_tokens": 12672, "output_tokens": 509, "reasoning_output_tokens": 329}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d57719a7d9c408e4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d57719a7d9c408e4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9d538a9b934ca36f7b30073310a6795074885dfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d57719a7d9c408e4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d57719a7d9c408e4", + "api_calls": 0, + "input_tokens": 13788, + "cached_input_tokens": 12672, + "output_tokens": 509, + "total_tokens": 14297, + "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": 18312.41, + "sql_execution_elapsed_ms_total": 7.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d57719a7d9c408e4/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_d/m4/artifacts/v2q_m4_d57719a7d9c408e4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d57719a7d9c408e4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3d5ac578038663c51ba70ec024b8a76a813afae6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d57719a7d9c408e4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:42.361063+00:00", + "ended_at": "2026-05-19T15:36:00.673499+00:00", + "elapsed_ms": 18312.41, + "prompt_metrics": { + "chars": 5702, + "bytes_utf8": 5702, + "lines": 182, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1342, + "bytes_utf8": 1342, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 616, + "bytes_utf8": 616, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13788, + "cached_input_tokens": 12672, + "output_tokens": 509, + "reasoning_output_tokens": 329 + } + }, + "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_d/m4/artifacts/v2q_m4_d57719a7d9c408e4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d57719a7d9c408e4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f230fc029ca1314d38e9eb5a94aa9563eefa244f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d57719a7d9c408e4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=region, measure_col=bmi.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "item_col": "charges", + "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": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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_d/m4/artifacts/v2q_m4_d57719a7d9c408e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d57719a7d9c408e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee1c6e3a827f13bd3fdc872000c29940f62abf36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d57719a7d9c408e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e0-eb2f-76f1-a2e6-464d79127b02"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1994792, Requested 14423. Please try again in 276ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"region\\\", \\\"charges\\\",\\n SUM(CAST(\\\"bmi\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"bmi\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"bmi\\\" AS REAL))) OVER (PARTITION BY \\\"region\\\") AS share_within_group\\nFROM \\\"m4\\\"\\nWHERE \\\"bmi\\\" IS NOT NULL AND TRIM(\\\"bmi\\\") <> ''\\nGROUP BY \\\"region\\\", \\\"charges\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"region\\\", item_col=\\\"charges\\\", and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13788,"cached_input_tokens":12672,"output_tokens":509,"reasoning_output_tokens":329}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d57719a7d9c408e4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d57719a7d9c408e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..275581e740ef20ed2211cb4453240487a401f588 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d57719a7d9c408e4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"region\", \"charges\",\n SUM(CAST(\"bmi\" AS REAL)) AS total_measure,\n SUM(CAST(\"bmi\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"bmi\" AS REAL))) OVER (PARTITION BY \"region\") AS share_within_group\nFROM \"m4\"\nWHERE \"bmi\" IS NOT NULL AND TRIM(\"bmi\") <> ''\nGROUP BY \"region\", \"charges\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"region\", item_col=\"charges\", and measure_col=\"bmi\". Cast \"bmi\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d57719a7d9c408e4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_d57719a7d9c408e4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_da65e0bc535816b9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_da65e0bc535816b9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38b0cbf4d54312f1ec97fc836271249d0a1482bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_da65e0bc535816b9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5370, "bytes_utf8": 5370, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 529, "bytes_utf8": 529, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13681, "cached_input_tokens": 12672, "output_tokens": 532, "reasoning_output_tokens": 381}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_da65e0bc535816b9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_da65e0bc535816b9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..14eb19ed912b76615576bbe4b1091157293918a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_da65e0bc535816b9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_da65e0bc535816b9", + "api_calls": 0, + "input_tokens": 13681, + "cached_input_tokens": 12672, + "output_tokens": 532, + "total_tokens": 14213, + "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": 10885.7, + "sql_execution_elapsed_ms_total": 12.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_da65e0bc535816b9/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_d/m4/artifacts/v2q_m4_da65e0bc535816b9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_da65e0bc535816b9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ce3b479ef3a7bf06e536cd4213947f914c83f4e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_da65e0bc535816b9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:06.127939+00:00", + "ended_at": "2026-05-19T15:59:17.013670+00:00", + "elapsed_ms": 10885.7, + "prompt_metrics": { + "chars": 5370, + "bytes_utf8": 5370, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 908, + "bytes_utf8": 908, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 529, + "bytes_utf8": 529, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13681, + "cached_input_tokens": 12672, + "output_tokens": 532, + "reasoning_output_tokens": 381 + } + }, + "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_d/m4/artifacts/v2q_m4_da65e0bc535816b9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_da65e0bc535816b9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e141865c4e6716e30bb85a0fbc9fddb2c0fcde75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_da65e0bc535816b9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_da65e0bc535816b9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_da65e0bc535816b9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..283678ccc3ae535377ba3f525d0c8a2a757f93c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_da65e0bc535816b9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-56ac-7513-b159-94cfe7ae2ef5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"sex\\\",\\n AVG(CAST(\\\"age\\\" AS REAL)) OVER (PARTITION BY \\\"sex\\\") AS avg_measure\\nFROM \\\"m4\\\"\\nWHERE \\\"sex\\\" IS NOT NULL\\n AND TRIM(\\\"sex\\\") <> ''\\n AND \\\"age\\\" IS NOT NULL\\n AND TRIM(\\\"age\\\") <> ''\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"sex\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores it as TEXT, and filtered out null/blank values for a stable grouped view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13681,"cached_input_tokens":12672,"output_tokens":532,"reasoning_output_tokens":381}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_da65e0bc535816b9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_da65e0bc535816b9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1562101f07838599bfb5b639851c47364b7a9d81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_da65e0bc535816b9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"sex\",\n AVG(CAST(\"age\" AS REAL)) OVER (PARTITION BY \"sex\") AS avg_measure\nFROM \"m4\"\nWHERE \"sex\" IS NOT NULL\n AND TRIM(\"sex\") <> ''\n AND \"age\" IS NOT NULL\n AND TRIM(\"age\") <> ''\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with group_col=\"sex\" and measure_col=\"age\". Cast \"age\" to REAL because the schema stores it as TEXT, and filtered out null/blank values for a stable grouped view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_da65e0bc535816b9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_da65e0bc535816b9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ddb0020cc8ce8592/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ddb0020cc8ce8592/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..866c03f891cbb1b5b700c6eaa3606df180ddc8d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ddb0020cc8ce8592/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5466, "bytes_utf8": 5466, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 507, "bytes_utf8": 507, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13725, "cached_input_tokens": 12672, "output_tokens": 557, "reasoning_output_tokens": 398}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ddb0020cc8ce8592/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ddb0020cc8ce8592/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fc54605e56e0d7ccececb309f6d13fd11c3b1f82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ddb0020cc8ce8592/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_ddb0020cc8ce8592", + "api_calls": 0, + "input_tokens": 13725, + "cached_input_tokens": 12672, + "output_tokens": 557, + "total_tokens": 14282, + "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": 14506.98, + "sql_execution_elapsed_ms_total": 6.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ddb0020cc8ce8592/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_d/m4/artifacts/v2q_m4_ddb0020cc8ce8592/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ddb0020cc8ce8592/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2de0c6980bd74da012871efb96b3ed6d00174767 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ddb0020cc8ce8592/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:33.927592+00:00", + "ended_at": "2026-05-19T15:40:48.434614+00:00", + "elapsed_ms": 14506.98, + "prompt_metrics": { + "chars": 5466, + "bytes_utf8": 5466, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 888, + "bytes_utf8": 888, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 507, + "bytes_utf8": 507, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13725, + "cached_input_tokens": 12672, + "output_tokens": 557, + "reasoning_output_tokens": 398 + } + }, + "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_d/m4/artifacts/v2q_m4_ddb0020cc8ce8592/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ddb0020cc8ce8592/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f362f162890a8f11721bec4158d7929ddc7f39ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ddb0020cc8ce8592/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=bmi.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "bmi", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_d/m4/artifacts/v2q_m4_ddb0020cc8ce8592/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ddb0020cc8ce8592/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f240890bcee0410c2a9ef915a1d257100c9197a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ddb0020cc8ce8592/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-5df4-7623-9bad-bbd864281d0a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice.\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"bmi\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"bmi\\\" IS NOT NULL\\n)\\nSELECT \\\"bmi\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"bmi\\\" DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template with measure_col bound to bmi and num_tiles=10. Cast bmi to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13725,"cached_input_tokens":12672,"output_tokens":557,"reasoning_output_tokens":398}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ddb0020cc8ce8592/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ddb0020cc8ce8592/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d17f608d87ac57dddf1a9d8e5a241a922533bd8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ddb0020cc8ce8592/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice.\nWITH \"buckets\" AS (\n SELECT\n CAST(\"bmi\" AS REAL) AS \"bmi\",\n NTILE(10) OVER (ORDER BY CAST(\"bmi\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"m4\"\n WHERE \"bmi\" IS NOT NULL\n)\nSELECT \"bmi\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"bmi\" DESC;","notes":"Used the requested Quantile Tail Slice template with measure_col bound to bmi and num_tiles=10. Cast bmi to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ddb0020cc8ce8592/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ddb0020cc8ce8592/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e359151b85448ea2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e359151b85448ea2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dea068ffeccb517d451a8581f53c7a6296bee276 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e359151b85448ea2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5230, "bytes_utf8": 5230, "lines": 178, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 348, "bytes_utf8": 348, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13660, "cached_input_tokens": 12672, "output_tokens": 297, "reasoning_output_tokens": 195}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e359151b85448ea2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e359151b85448ea2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a317aee7e14c46e9265c0cc58b63161b4e18dc8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e359151b85448ea2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e359151b85448ea2", + "api_calls": 0, + "input_tokens": 13660, + "cached_input_tokens": 12672, + "output_tokens": 297, + "total_tokens": 13957, + "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": 8566.84, + "sql_execution_elapsed_ms_total": 0.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e359151b85448ea2/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_d/m4/artifacts/v2q_m4_e359151b85448ea2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e359151b85448ea2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f499843bf0423bb49072d667d5799815bcff7c71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e359151b85448ea2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:20.386801+00:00", + "ended_at": "2026-05-19T15:56:28.953675+00:00", + "elapsed_ms": 8566.84, + "prompt_metrics": { + "chars": 5230, + "bytes_utf8": 5230, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 688, + "bytes_utf8": 688, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 348, + "bytes_utf8": 348, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13660, + "cached_input_tokens": 12672, + "output_tokens": 297, + "reasoning_output_tokens": 195 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e359151b85448ea2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e359151b85448ea2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5265d81272cb72ddb8b51f0146adae99dc53102c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e359151b85448ea2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "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": 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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_e359151b85448ea2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e359151b85448ea2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcea8ffdbcd67dde1a683d88b0be380825fbf82a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e359151b85448ea2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-cf2a-79f0-90e9-cbf74d0a910d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf.\\nSELECT AVG(CASE WHEN CAST(\\\"age\\\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m4\\\";\",\"notes\":\"Applied the Threshold Rarity CDF template with measure_col bound to age and measure_threshold fixed at 51.0. CAST is used because the SQLite schema stores age as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13660,"cached_input_tokens":12672,"output_tokens":297,"reasoning_output_tokens":195}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e359151b85448ea2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e359151b85448ea2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..537bc2fa2b81e22f817c30acea4fd85cf39c7815 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e359151b85448ea2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf.\nSELECT AVG(CASE WHEN CAST(\"age\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m4\";","notes":"Applied the Threshold Rarity CDF template with measure_col bound to age and measure_threshold fixed at 51.0. CAST is used because the SQLite schema stores age as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e359151b85448ea2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e359151b85448ea2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..83003506478c1f9575cd37e52c2262818c691b85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:58.354368+00:00", + "ended_at": "2026-05-19T15:56:01.329902+00:00", + "elapsed_ms": 2975.51, + "returncode": 1, + "prompt_metrics": { + "chars": 5231, + "bytes_utf8": 5231, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..57c6c3517a88ea24d81d97d43b6ed9a906235fe1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:02.331806+00:00", + "ended_at": "2026-05-19T15:56:05.761053+00:00", + "elapsed_ms": 3429.21, + "returncode": 1, + "prompt_metrics": { + "chars": 5231, + "bytes_utf8": 5231, + "lines": 178, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86f157e7e4df0b50d0589e4365796f2fe863f379 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "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": 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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..86f157e7e4df0b50d0589e4365796f2fe863f379 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "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": 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": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d08c7610d242160f8be9e7025590b4cba432c37f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-7912-7461-be98-14c9ba48f59e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3e93eb330677e2822812f24a181367076cc96c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-7912-7461-be98-14c9ba48f59e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..25d264a612d65be0d1c6add146fe9b4bdb840513 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-88b0-7e11-a745-fcff67d8c3b0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f27e5a0e2958cd891a31775fd7a8b4b459cd0a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-88b0-7e11-a745-fcff67d8c3b0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e7460971c232f9a8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e78680ead3df9746/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e78680ead3df9746/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0675660f788bf6fef3edbd3e96950ebbcc0ef97f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e78680ead3df9746/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5285, "bytes_utf8": 5285, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13669, "cached_input_tokens": 12032, "output_tokens": 207, "reasoning_output_tokens": 113}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e823df53d71d0590/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e823df53d71d0590/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7497e8d67ddd29859a42e6be2e457ce275888616 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e823df53d71d0590/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6106, "bytes_utf8": 6106, "lines": 183, "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": 625, "bytes_utf8": 625, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13880, "cached_input_tokens": 12672, "output_tokens": 304, "reasoning_output_tokens": 133}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e823df53d71d0590/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e823df53d71d0590/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..efe4431965e08b05efbcab010444af7f98c56025 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e823df53d71d0590/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e823df53d71d0590", + "api_calls": 0, + "input_tokens": 13880, + "cached_input_tokens": 12672, + "output_tokens": 304, + "total_tokens": 14184, + "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": 11812.11, + "sql_execution_elapsed_ms_total": 2.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e823df53d71d0590/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_d/m4/artifacts/v2q_m4_e823df53d71d0590/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e823df53d71d0590/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..958c7fcd839538bea0a595ea078fcd528b925db6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e823df53d71d0590/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:10.229590+00:00", + "ended_at": "2026-05-19T15:38:22.041738+00:00", + "elapsed_ms": 11812.11, + "prompt_metrics": { + "chars": 6106, + "bytes_utf8": 6106, + "lines": 183, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 994, + "bytes_utf8": 994, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 625, + "bytes_utf8": 625, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13880, + "cached_input_tokens": 12672, + "output_tokens": 304, + "reasoning_output_tokens": 133 + } + }, + "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_d/m4/artifacts/v2q_m4_e823df53d71d0590/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e823df53d71d0590/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..398ad1596e0c0793898b252c676b423c748209ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e823df53d71d0590/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=region, condition_col=smoker.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "region", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_d/m4/artifacts/v2q_m4_e823df53d71d0590/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e823df53d71d0590/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ec5e8a810eadaf4a02628119d1fc071b6896cd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e823df53d71d0590/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-2cb1-7021-bb85-416b76bfe495"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"region\\\",\\n SUM(CASE WHEN \\\"smoker\\\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"smoker\\\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"region\\\"\\n)\\nSELECT \\\"region\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the planned template with group_col=\\\"region\\\" and condition_col=\\\"smoker\\\", computing the ratio of non-smokers to smokers for each region.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13880,"cached_input_tokens":12672,"output_tokens":304,"reasoning_output_tokens":133}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e823df53d71d0590/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e823df53d71d0590/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dfe0d6ae373a526c607b0dc28744ba4303d8077 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e823df53d71d0590/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"region\",\n SUM(CASE WHEN \"smoker\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"smoker\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"region\"\n)\nSELECT \"region\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the planned template with group_col=\"region\" and condition_col=\"smoker\", computing the ratio of non-smokers to smokers for each region."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e823df53d71d0590/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_e823df53d71d0590/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ea49128c0ba61337/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ea49128c0ba61337/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c59d3c2d74996c78eacdddbae88a182656f5a08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ea49128c0ba61337/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5381, "bytes_utf8": 5381, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 589, "bytes_utf8": 589, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13681, "cached_input_tokens": 12672, "output_tokens": 591, "reasoning_output_tokens": 429}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ea49128c0ba61337/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ea49128c0ba61337/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b3fd4dd73821035d9cfcb23c45897172cf37282 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ea49128c0ba61337/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"children\",\n AVG(CAST(\"bmi\" AS REAL)) OVER (PARTITION BY \"children\") AS \"avg_measure\"\nFROM \"m4\"\nWHERE \"children\" IS NOT NULL\n AND \"children\" <> ''\n AND \"bmi\" IS NOT NULL\n AND \"bmi\" <> ''\nORDER BY \"avg_measure\" DESC;","notes":"Used the Window Partition Average template with \"children\" as the group column and \"bmi\" as the measure column. Cast \"bmi\" to REAL because the schema stores numeric values as TEXT, and filtered out null/empty values to keep the grouped averages stable."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_eb6d212c9c19ed6c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_eb6d212c9c19ed6c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a285f5a9e4e85bfd4b3fb058452d2e9adfa8e7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_eb6d212c9c19ed6c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5697, "bytes_utf8": 5697, "lines": 182, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 544, "bytes_utf8": 544, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13788, "cached_input_tokens": 12032, "output_tokens": 463, "reasoning_output_tokens": 305}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_eb6d212c9c19ed6c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_eb6d212c9c19ed6c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fbbf4334e386e1174f79652f9b5208749879d350 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_eb6d212c9c19ed6c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_eb6d212c9c19ed6c", + "api_calls": 0, + "input_tokens": 13788, + "cached_input_tokens": 12032, + "output_tokens": 463, + "total_tokens": 14251, + "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": 20880.61, + "sql_execution_elapsed_ms_total": 5.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_eb6d212c9c19ed6c/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_d/m4/artifacts/v2q_m4_eb6d212c9c19ed6c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_eb6d212c9c19ed6c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8c9e2ec00d58ed600d002aaf5445d2ee3847dd8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_eb6d212c9c19ed6c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:25.027684+00:00", + "ended_at": "2026-05-19T15:33:45.908334+00:00", + "elapsed_ms": 20880.61, + "prompt_metrics": { + "chars": 5697, + "bytes_utf8": 5697, + "lines": 182, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1593, + "bytes_utf8": 1593, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 544, + "bytes_utf8": 544, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13788, + "cached_input_tokens": 12032, + "output_tokens": 463, + "reasoning_output_tokens": 305 + } + }, + "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_d/m4/artifacts/v2q_m4_eb6d212c9c19ed6c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_eb6d212c9c19ed6c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab192024d13c9330dc7510261882e5054329c6b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_eb6d212c9c19ed6c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "region", + "measure_col": "age", + "item_col": "bmi", + "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": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_eb6d212c9c19ed6c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_eb6d212c9c19ed6c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..073469d53c839c7b9722787a9a68411ca2d9678f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_eb6d212c9c19ed6c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40de-d2a1-7c82-837c-a14780cd5b20"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14423. Please try again in 432ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1988651, Requested 14423. Please try again in 92ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"region\\\", \\\"bmi\\\",\\n SUM(CAST(\\\"age\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"age\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"age\\\" AS REAL))) OVER (PARTITION BY \\\"region\\\") AS share_within_group\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\", \\\"bmi\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"region\\\", item_col=\\\"bmi\\\", and measure_col=\\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13788,"cached_input_tokens":12032,"output_tokens":463,"reasoning_output_tokens":305}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_eb6d212c9c19ed6c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_eb6d212c9c19ed6c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4845dd66b558633e7f19963299d8bc40b072c218 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_eb6d212c9c19ed6c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"region\", \"bmi\",\n SUM(CAST(\"age\" AS REAL)) AS total_measure,\n SUM(CAST(\"age\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"age\" AS REAL))) OVER (PARTITION BY \"region\") AS share_within_group\nFROM \"m4\"\nGROUP BY \"region\", \"bmi\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"region\", item_col=\"bmi\", and measure_col=\"age\". Cast \"age\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_eb6d212c9c19ed6c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_eb6d212c9c19ed6c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f1983c50427847af/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f1983c50427847af/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd22372a6ee196ee9cb19944124a030ad633f67a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f1983c50427847af/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5853, "bytes_utf8": 5853, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 652, "bytes_utf8": 652, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13807, "cached_input_tokens": 12672, "output_tokens": 408, "reasoning_output_tokens": 238}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f1983c50427847af/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f1983c50427847af/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4caba7e1147b12d9579bffb1ecae6bb272525a86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f1983c50427847af/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_f1983c50427847af", + "api_calls": 0, + "input_tokens": 13807, + "cached_input_tokens": 12672, + "output_tokens": 408, + "total_tokens": 14215, + "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": 10327.31, + "sql_execution_elapsed_ms_total": 2.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f1983c50427847af/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_d/m4/artifacts/v2q_m4_f1983c50427847af/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f1983c50427847af/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6ab2b708f98ded0dac64662456c5ea2f282d440f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f1983c50427847af/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:13.182650+00:00", + "ended_at": "2026-05-19T15:42:23.510035+00:00", + "elapsed_ms": 10327.31, + "prompt_metrics": { + "chars": 5853, + "bytes_utf8": 5853, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1023, + "bytes_utf8": 1023, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 652, + "bytes_utf8": 652, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13807, + "cached_input_tokens": 12672, + "output_tokens": 408, + "reasoning_output_tokens": 238 + } + }, + "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_d/m4/artifacts/v2q_m4_f1983c50427847af/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f1983c50427847af/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e642cbab94dcc3161b31e34d9bb8fbed9d46e09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f1983c50427847af/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_d/m4/artifacts/v2q_m4_f1983c50427847af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f1983c50427847af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b01521135bb2ee04c165102f96ff2a17acbb442 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f1983c50427847af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-e1e6-7170-bf64-7c6dd7642393"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"smoker\\\", SUM(CAST(\\\"children\\\" AS REAL)) AS group_value\\n FROM \\\"m4\\\"\\n GROUP BY \\\"smoker\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"smoker\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the provided Relative-to-Total Extreme Threshold template with group_col=\\\"smoker\\\" and measure_col=\\\"children\\\". Cast \\\"children\\\" from TEXT to REAL because the SQLite schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13807,"cached_input_tokens":12672,"output_tokens":408,"reasoning_output_tokens":238}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f1983c50427847af/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f1983c50427847af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4f89c3df7571db35dae12fa6469d2f814ac21cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f1983c50427847af/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"smoker\", SUM(CAST(\"children\" AS REAL)) AS group_value\n FROM \"m4\"\n GROUP BY \"smoker\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"smoker\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Used the provided Relative-to-Total Extreme Threshold template with group_col=\"smoker\" and measure_col=\"children\". Cast \"children\" from TEXT to REAL because the SQLite schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f1983c50427847af/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f1983c50427847af/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f42a450393ee7de9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f42a450393ee7de9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d0972ff56f3b6c30fe650d5e54b4e0daed9e554 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f42a450393ee7de9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5548, "bytes_utf8": 5548, "lines": 183, "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": 487, "bytes_utf8": 487, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13731, "cached_input_tokens": 12672, "output_tokens": 649, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f42a450393ee7de9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f42a450393ee7de9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e191f510a13a1f43e92ed089c872c7a81f86c2ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f42a450393ee7de9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_f42a450393ee7de9", + "api_calls": 0, + "input_tokens": 13731, + "cached_input_tokens": 12672, + "output_tokens": 649, + "total_tokens": 14380, + "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": 13347.97, + "sql_execution_elapsed_ms_total": 2.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f42a450393ee7de9/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_d/m4/artifacts/v2q_m4_f42a450393ee7de9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f42a450393ee7de9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..56615881e166a751aaaf001fdb5fc9f63bac3760 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f42a450393ee7de9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:47.113487+00:00", + "ended_at": "2026-05-19T15:54:00.461495+00:00", + "elapsed_ms": 13347.97, + "prompt_metrics": { + "chars": 5548, + "bytes_utf8": 5548, + "lines": 183, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 846, + "bytes_utf8": 846, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 487, + "bytes_utf8": 487, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13731, + "cached_input_tokens": 12672, + "output_tokens": 649, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f42a450393ee7de9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f42a450393ee7de9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b15a5f5be929f5b58424b5dbd4bf268426d8be21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f42a450393ee7de9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, condition_col=children.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "children", + "condition_col": "children", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "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": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_f42a450393ee7de9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f42a450393ee7de9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c233c123e393406f791cc227339b0f611ebcf0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f42a450393ee7de9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-78b2-7113-89e1-af71d040a49d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the requested template with \\\"children\\\" as both the grouping and condition column. Since the condition checks whether \\\"children\\\" = '1' within each \\\"children\\\" group, the result is a self-membership rate: 1.0 for group '1' and 0.0 for other groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13731,"cached_input_tokens":12672,"output_tokens":649,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f42a450393ee7de9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f42a450393ee7de9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5a0e7a42aa1f2271a5ef161cc531e5482366df6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f42a450393ee7de9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;","notes":"Uses the requested template with \"children\" as both the grouping and condition column. Since the condition checks whether \"children\" = '1' within each \"children\" group, the result is a self-membership rate: 1.0 for group '1' and 0.0 for other groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f42a450393ee7de9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f42a450393ee7de9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f4fa75b40ebc18e8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f4fa75b40ebc18e8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8acac09cbafff848dffb543ce719cdaa2ba823e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f4fa75b40ebc18e8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6105, "bytes_utf8": 6105, "lines": 183, "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": 716, "bytes_utf8": 716, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13882, "cached_input_tokens": 12672, "output_tokens": 498, "reasoning_output_tokens": 296}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f4fa75b40ebc18e8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f4fa75b40ebc18e8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6f71058aa361a6404e552342c3886fe5eedc4c64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f4fa75b40ebc18e8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_f4fa75b40ebc18e8", + "api_calls": 0, + "input_tokens": 13882, + "cached_input_tokens": 12672, + "output_tokens": 498, + "total_tokens": 14380, + "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": 10840.88, + "sql_execution_elapsed_ms_total": 1.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f4fa75b40ebc18e8/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_d/m4/artifacts/v2q_m4_f4fa75b40ebc18e8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f4fa75b40ebc18e8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c622a700a639149e6631ed664ba1da39061f5a51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f4fa75b40ebc18e8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:00.051061+00:00", + "ended_at": "2026-05-19T15:37:10.891970+00:00", + "elapsed_ms": 10840.88, + "prompt_metrics": { + "chars": 6105, + "bytes_utf8": 6105, + "lines": 183, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1081, + "bytes_utf8": 1081, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 716, + "bytes_utf8": 716, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13882, + "cached_input_tokens": 12672, + "output_tokens": 498, + "reasoning_output_tokens": 296 + } + }, + "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_d/m4/artifacts/v2q_m4_f4fa75b40ebc18e8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f4fa75b40ebc18e8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc3fd91c314a3fef7c68c6b9ca3b113fc3a1c44c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f4fa75b40ebc18e8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=smoker, condition_col=smoker.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "smoker", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "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_d/m4/artifacts/v2q_m4_f4fa75b40ebc18e8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f4fa75b40ebc18e8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2e3817e1c9505fa4e6a49dfb2a03b1820ea5d21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f4fa75b40ebc18e8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-1aab-7f42-bac2-99f7c67fc752"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"smoker\\\",\\n SUM(CASE WHEN \\\"smoker\\\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"smoker\\\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"smoker\\\"\\n)\\nSELECT \\\"smoker\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the requested template with group_col and condition_col both bound to \\\"smoker\\\". This is a self-grouped contrast, so the 'no' group will have a NULL ratio due to zero 'yes' denominator, and the 'yes' group will have ratio 0.0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13882,"cached_input_tokens":12672,"output_tokens":498,"reasoning_output_tokens":296}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f4fa75b40ebc18e8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f4fa75b40ebc18e8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..85f926210e1fa63019427a36d5b0649f05619476 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f4fa75b40ebc18e8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"smoker\",\n SUM(CASE WHEN \"smoker\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"smoker\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"smoker\"\n)\nSELECT \"smoker\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the requested template with group_col and condition_col both bound to \"smoker\". This is a self-grouped contrast, so the 'no' group will have a NULL ratio due to zero 'yes' denominator, and the 'yes' group will have ratio 0.0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f4fa75b40ebc18e8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f4fa75b40ebc18e8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f547dea4f026cdd2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f547dea4f026cdd2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..85d787b633ee93e518be36a4f3cccb2917c6ddae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f547dea4f026cdd2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5478, "bytes_utf8": 5478, "lines": 180, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 885, "bytes_utf8": 885, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13709, "cached_input_tokens": 12672, "output_tokens": 1407, "reasoning_output_tokens": 1138}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f547dea4f026cdd2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f547dea4f026cdd2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..79c8467e6bb6e66bc688671a0f2d82c516b7d088 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f547dea4f026cdd2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_f547dea4f026cdd2", + "api_calls": 0, + "input_tokens": 13709, + "cached_input_tokens": 12672, + "output_tokens": 1407, + "total_tokens": 15116, + "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": 24572.68, + "sql_execution_elapsed_ms_total": 8.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f547dea4f026cdd2/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_d/m4/artifacts/v2q_m4_f547dea4f026cdd2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f547dea4f026cdd2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..16dea3c39c787b542c2934605a794dd9a38a2378 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f547dea4f026cdd2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:44.426071+00:00", + "ended_at": "2026-05-19T15:48:08.998781+00:00", + "elapsed_ms": 24572.68, + "prompt_metrics": { + "chars": 5478, + "bytes_utf8": 5478, + "lines": 180, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1331, + "bytes_utf8": 1331, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 885, + "bytes_utf8": 885, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13709, + "cached_input_tokens": 12672, + "output_tokens": 1407, + "reasoning_output_tokens": 1138 + } + }, + "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_d/m4/artifacts/v2q_m4_f547dea4f026cdd2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f547dea4f026cdd2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae0b860b9c84aa49e09cb9de3981faf976f334b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f547dea4f026cdd2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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_d/m4/artifacts/v2q_m4_f547dea4f026cdd2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f547dea4f026cdd2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9550da0fa8099f145fb60e83ca38e21b56fbea0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f547dea4f026cdd2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-f03e-7972-89f0-1c712b57f54d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"children\\\" AS INTEGER) AS \\\"children_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"smoker\\\"\\n ORDER BY CAST(\\\"children\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"smoker\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" IS NOT NULL\\n AND \\\"children\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"smoker\\\",\\n MAX(\\n CASE\\n WHEN \\\"rn\\\" = ((95 * \\\"cnt\\\") / 100) + CASE WHEN (95 * \\\"cnt\\\") % 100 = 0 THEN 0 ELSE 1 END\\n THEN \\\"children_value\\\"\\n END\\n ) AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 95th percentile within each \\\"smoker\\\" group over CAST(\\\"children\\\" AS INTEGER).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13709,"cached_input_tokens":12672,"output_tokens":1407,"reasoning_output_tokens":1138}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f547dea4f026cdd2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f547dea4f026cdd2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d1baafb903c5e3f5733ee41c76b34ae7eb2b6f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f547dea4f026cdd2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"smoker\",\n CAST(\"children\" AS INTEGER) AS \"children_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"smoker\"\n ORDER BY CAST(\"children\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"smoker\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"smoker\" IS NOT NULL\n AND \"children\" IS NOT NULL\n)\nSELECT\n \"smoker\",\n MAX(\n CASE\n WHEN \"rn\" = ((95 * \"cnt\") / 100) + CASE WHEN (95 * \"cnt\") % 100 = 0 THEN 0 ELSE 1 END\n THEN \"children_value\"\n END\n ) AS \"percentile_measure\"\nFROM \"ranked\"\nGROUP BY \"smoker\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 95th percentile within each \"smoker\" group over CAST(\"children\" AS INTEGER)."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f547dea4f026cdd2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f547dea4f026cdd2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f59a8825e516298d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f59a8825e516298d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c279baa6ab31acc98519ca0093373ab0819d66c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f59a8825e516298d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5706, "bytes_utf8": 5706, "lines": 182, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 564, "bytes_utf8": 564, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13788, "cached_input_tokens": 12032, "output_tokens": 677, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f59a8825e516298d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f59a8825e516298d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3a3a91e9cba5bd784a8ff23b6af9be0bcab910d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f59a8825e516298d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_f59a8825e516298d", + "api_calls": 0, + "input_tokens": 13788, + "cached_input_tokens": 12032, + "output_tokens": 677, + "total_tokens": 14465, + "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": 15051.88, + "sql_execution_elapsed_ms_total": 14.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f59a8825e516298d/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_d/m4/artifacts/v2q_m4_f59a8825e516298d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f59a8825e516298d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..98aefa156aaee75742b40a35a568f6a86dfcc630 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f59a8825e516298d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:30.176354+00:00", + "ended_at": "2026-05-19T15:32:45.228279+00:00", + "elapsed_ms": 15051.88, + "prompt_metrics": { + "chars": 5706, + "bytes_utf8": 5706, + "lines": 182, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 960, + "bytes_utf8": 960, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 564, + "bytes_utf8": 564, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13788, + "cached_input_tokens": 12032, + "output_tokens": 677, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f59a8825e516298d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f59a8825e516298d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80cdcee0e1468d7b4c15d613a08568edbffdee98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f59a8825e516298d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "item_col": "charges", + "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": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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_d/m4/artifacts/v2q_m4_f59a8825e516298d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f59a8825e516298d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..86bc0e3c23d2df166bea0084d3e40b15154b88e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f59a8825e516298d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-fc93-7241-8e60-1245876035ac"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"children\\\", \\\"charges\\\",\\n SUM(CAST(\\\"bmi\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"bmi\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"bmi\\\" AS REAL))) OVER (PARTITION BY \\\"children\\\") AS \\\"share_within_group\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"charges\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the planned template with group_col=\\\"children\\\", item_col=\\\"charges\\\", and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" to REAL because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13788,"cached_input_tokens":12032,"output_tokens":677,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f59a8825e516298d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f59a8825e516298d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8466f1e3719b0a9ea6bb613cd6430a9fe2c2485 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f59a8825e516298d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"children\", \"charges\",\n SUM(CAST(\"bmi\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"bmi\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"bmi\" AS REAL))) OVER (PARTITION BY \"children\") AS \"share_within_group\"\nFROM \"m4\"\nGROUP BY \"children\", \"charges\"\nORDER BY \"share_within_group\" DESC;","notes":"Applied the planned template with group_col=\"children\", item_col=\"charges\", and measure_col=\"bmi\". Cast \"bmi\" to REAL because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f59a8825e516298d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_f59a8825e516298d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_fc2bd89aaf2e9d29/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_fc2bd89aaf2e9d29/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6c9634cde37f08dcda96bd002e81baa093c221f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_fc2bd89aaf2e9d29/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5686, "bytes_utf8": 5686, "lines": 182, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 544, "bytes_utf8": 544, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13787, "cached_input_tokens": 12032, "output_tokens": 679, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_fc2bd89aaf2e9d29/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_fc2bd89aaf2e9d29/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d19776fed175161b646611efd59fa532233b3784 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_fc2bd89aaf2e9d29/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_fc2bd89aaf2e9d29", + "api_calls": 0, + "input_tokens": 13787, + "cached_input_tokens": 12032, + "output_tokens": 679, + "total_tokens": 14466, + "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": 23023.28, + "sql_execution_elapsed_ms_total": 4.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_fc2bd89aaf2e9d29/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_d/m4/artifacts/v2q_m4_fc2bd89aaf2e9d29/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_fc2bd89aaf2e9d29/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cb290b5b5ef9710e7c4b6a65a9c77f4a10d214b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_fc2bd89aaf2e9d29/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:56.455867+00:00", + "ended_at": "2026-05-19T15:32:19.479185+00:00", + "elapsed_ms": 23023.28, + "prompt_metrics": { + "chars": 5686, + "bytes_utf8": 5686, + "lines": 182, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1940, + "bytes_utf8": 1940, + "lines": 7, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 544, + "bytes_utf8": 544, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13787, + "cached_input_tokens": 12032, + "output_tokens": 679, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_fc2bd89aaf2e9d29/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_fc2bd89aaf2e9d29/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efb4969855e75fe6d67624b84c48d37eec121bc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_fc2bd89aaf2e9d29/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "item_col": "bmi", + "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": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_d/m4/artifacts/v2q_m4_fc2bd89aaf2e9d29/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_fc2bd89aaf2e9d29/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f170e013dea928c7e802c4c6175c6f48a118ddd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_fc2bd89aaf2e9d29/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40dd-7898-7023-aa99-4ed04882227f"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1976053, Requested 14422. Please try again in -285ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14422. Please try again in 432ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14422. Please try again in 432ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"sex\\\", \\\"bmi\\\",\\n SUM(CAST(\\\"age\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"age\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"age\\\" AS REAL))) OVER (PARTITION BY \\\"sex\\\") AS \\\"share_within_group\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"bmi\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"sex\\\", item_col=\\\"bmi\\\", and measure_col=\\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13787,"cached_input_tokens":12032,"output_tokens":679,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_fc2bd89aaf2e9d29/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_fc2bd89aaf2e9d29/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..492a28f4f07b09d4fa84e33dad0bede67b5308cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_fc2bd89aaf2e9d29/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"sex\", \"bmi\",\n SUM(CAST(\"age\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"age\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"age\" AS REAL))) OVER (PARTITION BY \"sex\") AS \"share_within_group\"\nFROM \"m4\"\nGROUP BY \"sex\", \"bmi\"\nORDER BY \"share_within_group\" DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"sex\", item_col=\"bmi\", and measure_col=\"age\". Cast \"age\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_fc2bd89aaf2e9d29/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_fc2bd89aaf2e9d29/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bb5e9a5add66950aec10e5d25bb8d61f463f7ff7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:09.967654+00:00", + "ended_at": "2026-05-19T15:55:13.305197+00:00", + "elapsed_ms": 3337.52, + "returncode": 1, + "prompt_metrics": { + "chars": 5549, + "bytes_utf8": 5549, + "lines": 183, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9c409676182e474a2bbf5772cac413635aeb1544 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:14.307338+00:00", + "ended_at": "2026-05-19T15:55:17.086251+00:00", + "elapsed_ms": 2778.87, + "returncode": 1, + "prompt_metrics": { + "chars": 5549, + "bytes_utf8": 5549, + "lines": 183, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb095987c24137bb8c710891f6b6ae548ad77608 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, condition_col=sex.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "children", + "condition_col": "sex", + "condition_value": "female", + "positive_value": "male", + "negative_value": "female", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb095987c24137bb8c710891f6b6ae548ad77608 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +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": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, condition_col=sex.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "children", + "condition_col": "sex", + "condition_value": "female", + "positive_value": "male", + "negative_value": "female", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {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_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d9182a1437584da0c3e357e47f0c72de4f8119c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-bc2d-72b1-abf4-fa924f366270"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7ce1909a8216442eb15ec3d6287f39c56bfcfa4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-bc2d-72b1-abf4-fa924f366270"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c3544014708e7759624b7b660315b8211e12347 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-cd14-7721-9d82-b4ae1f4f61cb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff122e62647ad9afce529b6f0c8e37fd2af91e9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-cd14-7721-9d82-b4ae1f4f61cb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/m4/artifacts/v2q_m4_ff97440080aa89e8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391